Name ID Tasks
Manjot Singh 500225027 CNN- model 1
Pushpender 500209885 VAE Model Build
Zuhair Khaja Moinuddin 500225673 WGAN - Tune
Aaryan Divedi 500224784 WGAN FLASK
Manan Rajeshbhai Kakadiya Wgan model build
Anas Mohammed 500224575
Vihar Sanjaykumar Parekh 500210512 Transfer learnt model from a model trained on VGG model build and flask
Sufyan Siraj Patel 500223350 VAE
Princekumar Arvindbhai Satasiya 500223647 VAE flask
Vivek Sharma 500225198 Transfer learnt model from a model trained on VGG TUNE
In [10]:
import os
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
from PIL import Image
from tensorflow.keras.preprocessing.image import load_img, img_to_array

# Load and preprocess the dataset
def load_images(data_path, csv_file, img_size):
    df = pd.read_csv(csv_file)
    images = []
    labels = []
    for index, row in df.iterrows():
        img_path = row['path']
        img = load_img(img_path, target_size=(img_size, img_size))
        img_array = img_to_array(img)
        img_normalized = (img_array - 127.5) / 127.5  # Normalize to [-1, 1]
        images.append(img_normalized)
        labels.append(row['label'])
        
        # Display sample images if show_samples is True
        if index < 5:
            plt.figure(figsize=(2, 2))
            plt.imshow(img_array.astype(np.uint8))  # Display the original image
            plt.title(f"Label: {row['label']}")
            plt.axis('off')
            plt.show()
            
            img_to_show = (img_normalized * 127.5 + 127.5).astype(np.uint8)
            plt.figure(figsize=(2, 2))
            plt.imshow(img_to_show)  # Convert back to original scale for display
            plt.title(f"Label: {row['label']}")
            plt.axis('off')
            plt.show()
            
    return np.array(images), np.array(labels)

# Show sample images from the dataset
def show_sample_images(data_path, csv_file, img_size, num_images=5):
    df = pd.read_csv(csv_file)
    sample_df = df.sample(n=num_images)
    fig, axs = plt.subplots(1, num_images, figsize=(15, 15))
    for i, (_, row) in enumerate(sample_df.iterrows()):
        img_path = row['path']
        img = load_img(img_path, target_size=(img_size, img_size))
        axs[i].imshow(img)
        axs[i].set_title(row['label'])
        axs[i].axis('off')
    plt.show()

data_path = 'FaceExpressions'
csv_file = 'data.csv' 
img_size = 64

# Show sample images
#show_sample_images(data_path, csv_file, img_size)
X_train, y_train = load_images(data_path, csv_file, img_size)
In [ ]:
# Build the WGAN
def build_generator(img_shape):
    noise_shape = (100,)
    model = tf.keras.Sequential()
    
    model.add(Dense(256, input_shape=noise_shape))
    model.add(LeakyReLU(alpha=0.2))
    model.add(BatchNormalization(momentum=0.8))
    model.add(Dense(512))
    model.add(LeakyReLU(alpha=0.2))
    model.add(BatchNormalization(momentum=0.8))
    model.add(Dense(1024))
    model.add(LeakyReLU(alpha=0.2))
    model.add(BatchNormalization(momentum=0.8))
    model.add(Dense(np.prod(img_shape), activation='tanh'))
    model.add(Reshape(img_shape))
    
    noise = Input(shape=noise_shape)
    img = model(noise)
    
    return Model(noise, img)

def build_discriminator(img_shape):
    model = tf.keras.Sequential()
    
    model.add(Flatten(input_shape=img_shape))
    model.add(Dense(512))
    model.add(LeakyReLU(alpha=0.2))
    model.add(Dense(256))
    model.add(LeakyReLU(alpha=0.2))
    model.add(Dense(1))
    
    img = Input(shape=img_shape)
    validity = model(img)
    
    return Model(img, validity)

def wasserstein_loss(y_true, y_pred):
    return tf.reduce_mean(y_true * y_pred)

# Gradient penalty loss
def gradient_penalty_loss(y_true, y_pred, averaged_samples, gradient_penalty_weight):
    gradients = tf.gradients(y_pred, averaged_samples)[0]
    gradients_sqr_sum = tf.reduce_sum(tf.square(gradients), axis=np.arange(1, len(gradients.shape)))
    gradient_l2_norm = tf.sqrt(gradients_sqr_sum)
    gradient_penalty = gradient_penalty_weight * tf.square(1 - gradient_l2_norm)
    return tf.reduce_mean(gradient_penalty)

# Interpolate between real and generated images
def interpolate_images(real, fake, batch_size):
    alpha = np.random.uniform(size=(batch_size, 1, 1, 1))
    interpolated = real + alpha * (fake - real)
    return interpolated

img_shape = (img_size, img_size, 3)
optimizer = Adam(0.0002, 0.5)

# Build and compile the discriminator
discriminator = build_discriminator(img_shape)
discriminator.compile(loss=wasserstein_loss, optimizer=optimizer, metrics=['accuracy'])

# Build the generator
generator = build_generator(img_shape)

# The generator takes noise as input and generates images
z = Input(shape=(100,))
img = generator(z)

# For the combined model, only the generator is trained
discriminator.trainable = False

# The discriminator takes generated images as input and determines validity
valid = discriminator(img)

# The combined model
combined = Model(z, valid)
combined.compile(loss=wasserstein_loss, optimizer=optimizer)

# Train the WGAN
def train(generator, discriminator, combined, epochs, batch_size, sample_interval):
    X_train = load_images(data_path, csv_file, img_size)[0]

    # Adversarial ground truths
    valid = -np.ones((batch_size, 1))
    fake = np.ones((batch_size, 1))
    dummy = np.zeros((batch_size, 1))  # Dummy for gradient penalty

    for epoch in range(epochs):
        for _ in range(5):
            # Train Discriminator
            idx = np.random.randint(0, X_train.shape[0], batch_size)
            imgs = X_train[idx]

            noise = np.random.normal(0, 1, (batch_size, 100))
            gen_imgs = generator.predict(noise)

            interpolated = interpolate_images(imgs, gen_imgs, batch_size)
            d_loss_real = discriminator.train_on_batch(imgs, valid)
            d_loss_fake = discriminator.train_on_batch(gen_imgs, fake)
            d_loss_gp = discriminator.train_on_batch(interpolated, dummy)
            d_loss = 0.5 * np.add(d_loss_real, d_loss_fake) + d_loss_gp

        # Train Generator
        noise = np.random.normal(0, 1, (batch_size, 100))
        g_loss = combined.train_on_batch(noise, valid)

        # Save the progress
        print(f"{epoch} [D loss: {d_loss[0]}] [G loss: {g_loss}]")
        if epoch % 200 == 0:
            sample_images(generator, epoch)
            #sample_labelled_images(generator, epoch)

def sample_images(generator, epoch, image_grid_rows=4, image_grid_columns=4):
    noise = np.random.normal(0, 1, (image_grid_rows * image_grid_columns, 100))
    gen_imgs = generator.predict(noise)
    gen_imgs = 0.5 * gen_imgs + 0.5  # Rescale to [0, 1]

    fig, axs = plt.subplots(image_grid_rows, image_grid_columns, figsize=(4, 4), sharey=True, sharex=True)
    cnt = 0
    for i in range(image_grid_rows):
        for j in range(image_grid_columns):
            axs[i, j].imshow(gen_imgs[cnt, :, :, :])
            axs[i, j].axis('off')
            cnt += 1
    plt.savefig(f"generated_new2_{epoch}.png")
    plt.close()

def sample_labelled_images(generator, epoch, labels=['Surprise', 'Sad', 'Neutral', 'Happy', 'Angry', 'Ahegao']):
    noise = np.random.normal(0, 1, (len(labels), 100))
    gen_imgs = generator.predict(noise)
    gen_imgs = 0.5 * gen_imgs + 0.5  # Rescale to [0, 1]

    fig, axs = plt.subplots(1, len(labels), figsize=(len(labels) * 2, 2), sharey=True, sharex=True)
    for i in range(len(labels)):
        axs[i].imshow(gen_imgs[i, :, :, :])
        axs[i].axis('off')
        axs[i].set_title(labels[i])
    plt.savefig(f"labelled_{epoch}.png")
    plt.close()

epochs = 10000
batch_size = 64
sample_interval = 1000

#train(generator, discriminator, combined, epochs, batch_size, sample_interval)
No description has been provided for this image
In [ ]:
 
In [7]:
generator.save_weights('generator_weights_zkm.h5')
discriminator.save_weights('discriminator_weights_zkm.h5')
combined.save_weights('combined_weights_zkm.h5')
In [7]:
if os.path.exists('generator_weights.h5'):
    print("AVALIBALE")
    generator.load_weights('generator_weights.h5')
if os.path.exists('discriminator_weights.h5'):
    print("AVALIBALE")
    discriminator.load_weights('discriminator_weights.h5')
if os.path.exists('combined_weights.h5'):
    print("AVALIBALE")
    combined.load_weights('combined_weights.h5')
else:
    print("FAIL")
AVALIBALE
AVALIBALE
AVALIBALE
In [8]:
# Train the WGAN
def train(generator, discriminator, combined, epochs, batch_size, sample_interval):
    X_train = load_images(data_path, csv_file, img_size)[0]

    # Adversarial ground truths
    valid = -np.ones((batch_size, 1))
    fake = np.ones((batch_size, 1))
    dummy = np.zeros((batch_size, 1))  # Dummy for gradient penalty

    for epoch in range(epochs):
        for _ in range(5):
            # Train Discriminator
            idx = np.random.randint(0, X_train.shape[0], batch_size)
            imgs = X_train[idx]

            noise = np.random.normal(0, 1, (batch_size, 100))
            gen_imgs = generator.predict(noise)

            interpolated = interpolate_images(imgs, gen_imgs, batch_size)
            d_loss_real = discriminator.train_on_batch(imgs, valid)
            d_loss_fake = discriminator.train_on_batch(gen_imgs, fake)
            d_loss_gp = discriminator.train_on_batch(interpolated, dummy)
            d_loss = 0.5 * np.add(d_loss_real, d_loss_fake) + d_loss_gp

        # Train Generator
        noise = np.random.normal(0, 1, (batch_size, 100))
        g_loss = combined.train_on_batch(noise, valid)
        if epoch % (sample_interval/2) == 0:
            sample_images(generator, epoch)
            # Save model weights
            generator.save_weights('generator_weights.h5')
            discriminator.save_weights('discriminator_weights.h5')
            combined.save_weights('combined_weights.h5')
        # Save the progress
        print(f"{epoch} [D loss: {d_loss[0]}] [G loss: {g_loss}]")
        if epoch % 200 == 0:
            sample_images(generator, epoch)
            #sample_labelled_images(generator, epoch)
In [9]:
train(generator, discriminator, combined, 2400, batch_size, sample_interval)
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910 [D loss: -242725.13671875] [G loss: 98653.734375]
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911 [D loss: -106724.15625] [G loss: -66082.9765625]
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912 [D loss: -208877.78125] [G loss: -149668.1875]
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913 [D loss: -192607.21875] [G loss: -82312.1875]
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914 [D loss: -225846.53125] [G loss: 15887.818359375]
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915 [D loss: -227074.21875] [G loss: -125552.109375]
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917 [D loss: -167109.34375] [G loss: -315562.0625]
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918 [D loss: -41736.1875] [G loss: -437820.96875]
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919 [D loss: -147284.65625] [G loss: -462322.03125]
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920 [D loss: -72419.84375] [G loss: -271775.90625]
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921 [D loss: -137460.625] [G loss: -371554.3125]
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922 [D loss: -241603.125] [G loss: -348162.4375]
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923 [D loss: -367433.28125] [G loss: -324941.09375]
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924 [D loss: -209182.96875] [G loss: -267902.1875]
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925 [D loss: -138780.90625] [G loss: -204072.625]
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926 [D loss: -151338.71875] [G loss: -100071.78125]
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927 [D loss: -212417.296875] [G loss: 34617.1953125]
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928 [D loss: -262582.171875] [G loss: 76186.2421875]
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929 [D loss: -267374.46875] [G loss: -102028.40625]
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930 [D loss: -244688.96875] [G loss: -201738.671875]
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931 [D loss: -53578.421875] [G loss: -177169.0625]
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932 [D loss: -215142.4609375] [G loss: -241423.171875]
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933 [D loss: -70959.1875] [G loss: -346784.09375]
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934 [D loss: -276680.765625] [G loss: -425715.84375]
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2/2 [==============================] - 0s 3ms/step
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937 [D loss: -207010.78125] [G loss: -479302.96875]
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938 [D loss: -211470.96875] [G loss: -480494.8125]
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939 [D loss: -252321.59375] [G loss: -273402.71875]
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940 [D loss: -270650.984375] [G loss: -84707.1796875]
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941 [D loss: -232486.9921875] [G loss: -121602.15625]
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942 [D loss: -318087.140625] [G loss: 41737.0546875]
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943 [D loss: -226493.8515625] [G loss: 184712.640625]
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944 [D loss: -76206.2333984375] [G loss: 216767.328125]
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945 [D loss: -263546.140625] [G loss: 621611.75]
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946 [D loss: -77742.65625] [G loss: 105292.59375]
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947 [D loss: -86526.15234375] [G loss: 125683.921875]
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948 [D loss: -240898.3125] [G loss: 96646.796875]
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949 [D loss: -167201.80859375] [G loss: -137257.375]
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950 [D loss: -171299.59375] [G loss: -142526.375]
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951 [D loss: -96674.77734375] [G loss: -245107.765625]
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952 [D loss: -269945.5] [G loss: -271478.21875]
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953 [D loss: -161546.046875] [G loss: -270289.0625]
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2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
954 [D loss: -73721.421875] [G loss: -194281.046875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
955 [D loss: -372715.390625] [G loss: -377400.375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
956 [D loss: -125599.5859375] [G loss: -318560.15625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 5ms/step
957 [D loss: -136754.4375] [G loss: -325884.625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
958 [D loss: -150286.15625] [G loss: -262186.59375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
959 [D loss: -94192.671875] [G loss: -319310.125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 3ms/step
960 [D loss: -287324.71875] [G loss: -380989.375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
961 [D loss: -58006.890625] [G loss: -389015.6875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 4ms/step
962 [D loss: -171005.390625] [G loss: -349253.21875]
2/2 [==============================] - 3s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 5ms/step
963 [D loss: -204390.71875] [G loss: -439989.8125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
964 [D loss: -218193.15625] [G loss: -523733.125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
965 [D loss: -166223.1875] [G loss: -637338.5]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
966 [D loss: -204793.84375] [G loss: -489666.6875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
967 [D loss: -223891.375] [G loss: -576014.6875]
2/2 [==============================] - 3s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
968 [D loss: -163913.375] [G loss: -506670.6875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
969 [D loss: -135534.40625] [G loss: -516963.25]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 3s 3s/step
2/2 [==============================] - 0s 5ms/step
970 [D loss: -258413.59375] [G loss: -474204.4375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
971 [D loss: -221208.71875] [G loss: -290566.125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
972 [D loss: -209441.453125] [G loss: -123870.84375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
973 [D loss: -60540.03125] [G loss: -85308.0546875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
974 [D loss: -243089.953125] [G loss: -306948.75]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
975 [D loss: -117135.96875] [G loss: -61522.12890625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
976 [D loss: -144748.5859375] [G loss: 89652.921875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 4s 5ms/step
977 [D loss: -118006.90625] [G loss: -34520.5859375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
978 [D loss: -178604.87109375] [G loss: 149676.578125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
979 [D loss: -190346.49609375] [G loss: 89110.1328125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
980 [D loss: -190045.1484375] [G loss: 81198.375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 3s 5ms/step
2/2 [==============================] - 0s 3ms/step
981 [D loss: -189633.26953125] [G loss: 172251.59375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
982 [D loss: -166570.8125] [G loss: 110540.0625]
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
983 [D loss: -182437.5703125] [G loss: 260159.015625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 5ms/step
984 [D loss: -164525.70703125] [G loss: 300562.0625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 3s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
985 [D loss: -262041.109375] [G loss: 228755.4375]
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 3s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
986 [D loss: -162549.650390625] [G loss: 116122.328125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
987 [D loss: -284566.55078125] [G loss: 99375.421875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 7ms/step
988 [D loss: -224935.1328125] [G loss: -38930.7265625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
989 [D loss: -328223.078125] [G loss: 68758.734375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
990 [D loss: -322450.84375] [G loss: 86590.640625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
991 [D loss: -263333.4453125] [G loss: -31788.8125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 3s 6ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
992 [D loss: -133818.9765625] [G loss: -80229.4765625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
993 [D loss: -149441.4140625] [G loss: 55256.015625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
994 [D loss: -60956.96875] [G loss: 19250.2265625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
995 [D loss: -97814.443359375] [G loss: -128175.0234375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 4ms/step
996 [D loss: -278050.349609375] [G loss: -190848.359375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 3s 28ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
997 [D loss: 36703.046875] [G loss: -257658.09375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
998 [D loss: -147461.53125] [G loss: -387544.15625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
999 [D loss: -131203.09375] [G loss: -459824.875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
1/1 [==============================] - 0s 36ms/step
1000 [D loss: 16652.96875] [G loss: -359727.8125]
1/1 [==============================] - 0s 30ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 5ms/step
1001 [D loss: -107171.765625] [G loss: -603262.5625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
1002 [D loss: 15970.90625] [G loss: -547749.875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
1003 [D loss: 33113.5] [G loss: -493520.375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 3s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
1004 [D loss: -52865.25] [G loss: -547873.875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
1005 [D loss: 22032.96875] [G loss: -410631.5]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
1006 [D loss: -7283.59375] [G loss: -459949.125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
1007 [D loss: 49350.453125] [G loss: -482210.15625]
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 4ms/step
1008 [D loss: -68341.734375] [G loss: -458812.84375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
1009 [D loss: -121441.15625] [G loss: -322854.40625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
1010 [D loss: -180495.984375] [G loss: -287850.71875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
1011 [D loss: -140762.703125] [G loss: -141728.140625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
1012 [D loss: -185698.9375] [G loss: -69228.0078125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
1013 [D loss: -133774.296875] [G loss: -76278.921875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
1014 [D loss: -159908.203125] [G loss: -17954.26171875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
1015 [D loss: -99914.61328125] [G loss: 63949.63671875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
1016 [D loss: -205012.14453125] [G loss: 183004.625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
1017 [D loss: -32050.294921875] [G loss: 356364.78125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
1018 [D loss: -157977.701171875] [G loss: -24656.73828125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
1019 [D loss: -88619.1953125] [G loss: -29200.8359375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
1020 [D loss: -170892.3671875] [G loss: -10189.38671875]
2/2 [==============================] - 0s 5ms/step
---------------------------------------------------------------------------
KeyboardInterrupt                         Traceback (most recent call last)
Cell In[9], line 1
----> 1 train(generator, discriminator, combined, 2400, batch_size, sample_interval)

Cell In[8], line 17, in train(generator, discriminator, combined, epochs, batch_size, sample_interval)
     14 imgs = X_train[idx]
     16 noise = np.random.normal(0, 1, (batch_size, 100))
---> 17 gen_imgs = generator.predict(noise)
     19 interpolated = interpolate_images(imgs, gen_imgs, batch_size)
     20 d_loss_real = discriminator.train_on_batch(imgs, valid)

File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\keras\utils\traceback_utils.py:65, in filter_traceback.<locals>.error_handler(*args, **kwargs)
     63 filtered_tb = None
     64 try:
---> 65     return fn(*args, **kwargs)
     66 except Exception as e:
     67     filtered_tb = _process_traceback_frames(e.__traceback__)

File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\keras\engine\training.py:2220, in Model.predict(self, x, batch_size, verbose, steps, callbacks, max_queue_size, workers, use_multiprocessing)
   2211     except ValueError:
   2212         warnings.warn(
   2213             "Using Model.predict with MultiWorkerMirroredStrategy "
   2214             "or TPUStrategy and AutoShardPolicy.FILE might lead to "
   (...)
   2217             stacklevel=2,
   2218         )
-> 2220 data_handler = data_adapter.get_data_handler(
   2221     x=x,
   2222     batch_size=batch_size,
   2223     steps_per_epoch=steps,
   2224     initial_epoch=0,
   2225     epochs=1,
   2226     max_queue_size=max_queue_size,
   2227     workers=workers,
   2228     use_multiprocessing=use_multiprocessing,
   2229     model=self,
   2230     steps_per_execution=self._steps_per_execution,
   2231 )
   2233 # Container that configures and calls `tf.keras.Callback`s.
   2234 if not isinstance(callbacks, callbacks_module.CallbackList):

File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\keras\engine\data_adapter.py:1582, in get_data_handler(*args, **kwargs)
   1580 if getattr(kwargs["model"], "_cluster_coordinator", None):
   1581     return _ClusterCoordinatorDataHandler(*args, **kwargs)
-> 1582 return DataHandler(*args, **kwargs)

File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\keras\engine\data_adapter.py:1262, in DataHandler.__init__(self, x, y, sample_weight, batch_size, steps_per_epoch, initial_epoch, epochs, shuffle, class_weight, max_queue_size, workers, use_multiprocessing, model, steps_per_execution, distribute)
   1259     self._steps_per_execution = steps_per_execution
   1261 adapter_cls = select_data_adapter(x, y)
-> 1262 self._adapter = adapter_cls(
   1263     x,
   1264     y,
   1265     batch_size=batch_size,
   1266     steps=steps_per_epoch,
   1267     epochs=epochs - initial_epoch,
   1268     sample_weights=sample_weight,
   1269     shuffle=shuffle,
   1270     max_queue_size=max_queue_size,
   1271     workers=workers,
   1272     use_multiprocessing=use_multiprocessing,
   1273     distribution_strategy=tf.distribute.get_strategy(),
   1274     model=model,
   1275 )
   1277 strategy = tf.distribute.get_strategy()
   1279 self._current_step = 0

File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\keras\engine\data_adapter.py:247, in TensorLikeDataAdapter.__init__(self, x, y, sample_weights, sample_weight_modes, batch_size, epochs, steps, shuffle, **kwargs)
    234 def __init__(
    235     self,
    236     x,
   (...)
    244     **kwargs
    245 ):
    246     super().__init__(x, y, **kwargs)
--> 247     x, y, sample_weights = _process_tensorlike((x, y, sample_weights))
    248     sample_weight_modes = broadcast_sample_weight_modes(
    249         sample_weights, sample_weight_modes
    250     )
    252     # If sample_weights are not specified for an output use 1.0 as weights.

File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\keras\engine\data_adapter.py:1142, in _process_tensorlike(inputs)
   1139         return _scipy_sparse_to_sparse_tensor(x)
   1140     return x
-> 1142 inputs = tf.nest.map_structure(_convert_single_tensor, inputs)
   1143 return tf.__internal__.nest.list_to_tuple(inputs)

File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\util\nest.py:917, in map_structure(func, *structure, **kwargs)
    913 flat_structure = (flatten(s, expand_composites) for s in structure)
    914 entries = zip(*flat_structure)
    916 return pack_sequence_as(
--> 917     structure[0], [func(*x) for x in entries],
    918     expand_composites=expand_composites)

File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\util\nest.py:917, in <listcomp>(.0)
    913 flat_structure = (flatten(s, expand_composites) for s in structure)
    914 entries = zip(*flat_structure)
    916 return pack_sequence_as(
--> 917     structure[0], [func(*x) for x in entries],
    918     expand_composites=expand_composites)

File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\keras\engine\data_adapter.py:1137, in _process_tensorlike.<locals>._convert_single_tensor(x)
   1135     if issubclass(x.dtype.type, np.floating):
   1136         dtype = backend.floatx()
-> 1137     return tf.convert_to_tensor(x, dtype=dtype)
   1138 elif _is_scipy_sparse(x):
   1139     return _scipy_sparse_to_sparse_tensor(x)

File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\util\traceback_utils.py:150, in filter_traceback.<locals>.error_handler(*args, **kwargs)
    148 filtered_tb = None
    149 try:
--> 150   return fn(*args, **kwargs)
    151 except Exception as e:
    152   filtered_tb = _process_traceback_frames(e.__traceback__)

File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\util\dispatch.py:1176, in add_dispatch_support.<locals>.decorator.<locals>.op_dispatch_handler(*args, **kwargs)
   1174 # Fallback dispatch system (dispatch v1):
   1175 try:
-> 1176   return dispatch_target(*args, **kwargs)
   1177 except (TypeError, ValueError):
   1178   # Note: convert_to_eager_tensor currently raises a ValueError, not a
   1179   # TypeError, when given unexpected types.  So we need to catch both.
   1180   result = dispatch(op_dispatch_handler, args, kwargs)

File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\framework\ops.py:1492, in convert_to_tensor_v2_with_dispatch(value, dtype, dtype_hint, name)
   1428 @tf_export("convert_to_tensor", v1=[])
   1429 @dispatch.add_dispatch_support
   1430 def convert_to_tensor_v2_with_dispatch(
   1431     value, dtype=None, dtype_hint=None, name=None):
   1432   """Converts the given `value` to a `Tensor`.
   1433 
   1434   This function converts Python objects of various types to `Tensor`
   (...)
   1490     ValueError: If the `value` is a tensor not of given `dtype` in graph mode.
   1491   """
-> 1492   return convert_to_tensor_v2(
   1493       value, dtype=dtype, dtype_hint=dtype_hint, name=name)

File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\framework\ops.py:1498, in convert_to_tensor_v2(value, dtype, dtype_hint, name)
   1496 def convert_to_tensor_v2(value, dtype=None, dtype_hint=None, name=None):
   1497   """Converts the given `value` to a `Tensor`."""
-> 1498   return convert_to_tensor(
   1499       value=value,
   1500       dtype=dtype,
   1501       name=name,
   1502       preferred_dtype=dtype_hint,
   1503       as_ref=False)

File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\profiler\trace.py:183, in trace_wrapper.<locals>.inner_wrapper.<locals>.wrapped(*args, **kwargs)
    181   with Trace(trace_name, **trace_kwargs):
    182     return func(*args, **kwargs)
--> 183 return func(*args, **kwargs)

File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\framework\ops.py:1638, in convert_to_tensor(value, dtype, name, as_ref, preferred_dtype, dtype_hint, ctx, accepted_result_types)
   1629       raise RuntimeError(
   1630           _add_error_prefix(
   1631               f"Conversion function {conversion_func!r} for type "
   (...)
   1634               f"actual = {ret.dtype.base_dtype.name}",
   1635               name=name))
   1637 if ret is None:
-> 1638   ret = conversion_func(value, dtype=dtype, name=name, as_ref=as_ref)
   1640 if ret is NotImplemented:
   1641   continue

File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\framework\tensor_conversion_registry.py:48, in _default_conversion_function(***failed resolving arguments***)
     46 def _default_conversion_function(value, dtype, name, as_ref):
     47   del as_ref  # Unused.
---> 48   return constant_op.constant(value, dtype, name=name)

File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\framework\constant_op.py:267, in constant(value, dtype, shape, name)
    170 @tf_export("constant", v1=[])
    171 def constant(value, dtype=None, shape=None, name="Const"):
    172   """Creates a constant tensor from a tensor-like object.
    173 
    174   Note: All eager `tf.Tensor` values are immutable (in contrast to
   (...)
    265     ValueError: if called on a symbolic tensor.
    266   """
--> 267   return _constant_impl(value, dtype, shape, name, verify_shape=False,
    268                         allow_broadcast=True)

File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\framework\constant_op.py:279, in _constant_impl(value, dtype, shape, name, verify_shape, allow_broadcast)
    277     with trace.Trace("tf.constant"):
    278       return _constant_eager_impl(ctx, value, dtype, shape, verify_shape)
--> 279   return _constant_eager_impl(ctx, value, dtype, shape, verify_shape)
    281 g = ops.get_default_graph()
    282 tensor_value = attr_value_pb2.AttrValue()

File ~\anaconda3\envs\tensorflowgpu\lib\site-packages\tensorflow\python\framework\constant_op.py:304, in _constant_eager_impl(ctx, value, dtype, shape, verify_shape)
    302 def _constant_eager_impl(ctx, value, dtype, shape, verify_shape):
    303   """Creates a constant on the current device."""
--> 304   t = convert_to_eager_tensor(value, ctx, dtype)
    305   if shape is None:
    306     return t

KeyboardInterrupt: 
In [10]:
if os.path.exists('generator_weights.h5'):
    print("AVALIBALE")
    generator.load_weights('generator_weights.h5')
if os.path.exists('discriminator_weights.h5'):
    print("AVALIBALE")
    discriminator.load_weights('discriminator_weights.h5')
if os.path.exists('combined_weights.h5'):
    print("AVALIBALE")
    combined.load_weights('combined_weights.h5')
else:
    print("FAIL")
AVALIBALE
AVALIBALE
AVALIBALE
In [22]:
def train(generator, discriminator, combined, epochs, batch_size, sample_interval, gradient_penalty_weight=10):
    X_train = load_images(data_path, csv_file, img_size)[0]

    # Adversarial ground truths
    valid = -np.ones((batch_size, 1))
    fake = np.ones((batch_size, 1))
    dummy = np.zeros((batch_size, 1))  # Dummy for gradient penalty

    for epoch in range(epochs):
        for _ in range(5):
            # Train Discriminator
            idx = np.random.randint(0, X_train.shape[0], batch_size)
            imgs = X_train[idx]

            noise = np.random.normal(0, 1, (batch_size, 100))
            gen_imgs = generator.predict(noise)

            interpolated = interpolate_images(imgs, gen_imgs, batch_size)
            interpolated = tf.convert_to_tensor(interpolated)
            # Train on real images
            d_loss_real = discriminator.train_on_batch(imgs, valid)

            # Train on fake images
            d_loss_fake = discriminator.train_on_batch(gen_imgs, fake)

            # Compute gradient penalty
            with tf.GradientTape() as tape:
                tape.watch(interpolated)
                validity_interpolated = discriminator(interpolated)
            gradients = tape.gradient(validity_interpolated, [interpolated])[0]
            gradients_sqr_sum = tf.reduce_sum(tf.square(gradients), axis=np.arange(1, len(gradients.shape)))
            gradient_l2_norm = tf.sqrt(gradients_sqr_sum)
            gradient_penalty = gradient_penalty_weight * tf.square(1 - gradient_l2_norm)
            d_loss_gp = tf.reduce_mean(gradient_penalty)

            # Combine the three losses
            d_loss = 0.5 * np.add(d_loss_real, d_loss_fake) + d_loss_gp

        # Train Generator
        noise = np.random.normal(0, 1, (batch_size, 100))
        g_loss = combined.train_on_batch(noise, valid)

        # Save the progress
        print(f"{epoch} [D loss: {d_loss}] [G loss: {g_loss}]")
        if epoch % 100 == 0:
            stt="A"+str(epoch)
            sample_images(generator, stt)
            #sample_labelled_images(generator, epoch)
In [26]:
generator.save('generator_wgan.h5')
discriminator.save('discriminator_wgan.h5')
combined.save('combined.h5')
WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
In [28]:
train(generator, discriminator, combined, 1000, batch_size, sample_interval)
2/2 [==============================] - 0s 12ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 11ms/step
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0 [D loss: [1.28865859e+12 1.28865878e+12]] [G loss: -196586.71875]
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1 [D loss: [1.07259437e+12 1.07259437e+12]] [G loss: -225261.359375]
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2 [D loss: [9.73537927e+11 9.73537980e+11]] [G loss: -351314.15625]
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3 [D loss: [6.87034071e+11 6.87034136e+11]] [G loss: -426697.5]
2/2 [==============================] - 0s 11ms/step
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4 [D loss: [6.65044500e+11 6.65044687e+11]] [G loss: -495051.84375]
2/2 [==============================] - 0s 10ms/step
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5 [D loss: [6.57136723e+11 6.57136872e+11]] [G loss: -389687.03125]
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 10ms/step
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6 [D loss: [7.83133019e+11 7.83133034e+11]] [G loss: -460952.125]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
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7 [D loss: [7.90305074e+11 7.90305155e+11]] [G loss: -299249.0]
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 10ms/step
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8 [D loss: [1.65897752e+12 1.65897771e+12]] [G loss: -380866.90625]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
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9 [D loss: [9.18263701e+11 9.18263824e+11]] [G loss: -487438.0]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 11ms/step
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10 [D loss: [6.96761120e+11 6.96761152e+11]] [G loss: -555130.9375]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
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11 [D loss: [9.10990064e+11 9.10990082e+11]] [G loss: -550632.5]
2/2 [==============================] - 0s 14ms/step
2/2 [==============================] - 0s 9ms/step
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12 [D loss: [8.03356434e+11 8.03356548e+11]] [G loss: -573781.5]
2/2 [==============================] - 0s 8ms/step
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13 [D loss: [6.64422990e+11 6.64423023e+11]] [G loss: -550957.3125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
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14 [D loss: [8.76643157e+11 8.76643221e+11]] [G loss: -552426.6875]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
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15 [D loss: [6.46297508e+11 6.46297674e+11]] [G loss: -351678.15625]
2/2 [==============================] - 0s 9ms/step
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16 [D loss: [6.54660698e+11 6.54660601e+11]] [G loss: -437257.5]
2/2 [==============================] - 0s 9ms/step
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17 [D loss: [6.69988463e+11 6.69988480e+11]] [G loss: -260321.109375]
2/2 [==============================] - 0s 9ms/step
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18 [D loss: [6.07309435e+11 6.07309421e+11]] [G loss: -257510.3125]
2/2 [==============================] - 0s 14ms/step
2/2 [==============================] - 0s 9ms/step
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19 [D loss: [5.96934920e+11 5.96934992e+11]] [G loss: -78832.3984375]
2/2 [==============================] - 0s 11ms/step
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20 [D loss: [6.37127926e+11 6.37127928e+11]] [G loss: -148566.5]
2/2 [==============================] - 0s 9ms/step
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21 [D loss: [6.15387852e+11 6.15387830e+11]] [G loss: 46927.55859375]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 11ms/step
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22 [D loss: [6.20878029e+11 6.20878051e+11]] [G loss: -4914.763671875]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
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23 [D loss: [5.87816816e+11 5.87816961e+11]] [G loss: -70493.828125]
2/2 [==============================] - 0s 43ms/step
2/2 [==============================] - 0s 10ms/step
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24 [D loss: [5.88305945e+11 5.88306086e+11]] [G loss: 26004.22265625]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
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25 [D loss: [5.89373873e+11 5.89374038e+11]] [G loss: -5753.201171875]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 10ms/step
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26 [D loss: [6.09853799e+11 6.09853836e+11]] [G loss: 26564.94921875]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
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27 [D loss: [6.08456775e+11 6.08456817e+11]] [G loss: -136379.5625]
2/2 [==============================] - 0s 12ms/step
2/2 [==============================] - 0s 10ms/step
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28 [D loss: [6.45417438e+11 6.45417422e+11]] [G loss: -141144.453125]
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 10ms/step
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29 [D loss: [6.30746971e+11 6.30747038e+11]] [G loss: -274580.90625]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 14ms/step
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30 [D loss: [6.33203931e+11 6.33204104e+11]] [G loss: -236948.78125]
2/2 [==============================] - 0s 14ms/step
2/2 [==============================] - 0s 10ms/step
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31 [D loss: [6.26417918e+11 6.26417966e+11]] [G loss: -161172.6875]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
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32 [D loss: [5.92159636e+11 5.92159727e+11]] [G loss: -452529.84375]
2/2 [==============================] - 0s 6ms/step
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33 [D loss: [5.97037373e+11 5.97037410e+11]] [G loss: -351797.3125]
2/2 [==============================] - 0s 8ms/step
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34 [D loss: [5.81401844e+11 5.81401873e+11]] [G loss: -235442.125]
2/2 [==============================] - 0s 8ms/step
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35 [D loss: [5.75237062e+11 5.75237102e+11]] [G loss: -230786.09375]
2/2 [==============================] - 0s 8ms/step
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36 [D loss: [5.86223737e+11 5.86223892e+11]] [G loss: -231094.703125]
2/2 [==============================] - 0s 10ms/step
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37 [D loss: [6.04543678e+11 6.04543749e+11]] [G loss: -112609.328125]
2/2 [==============================] - 0s 10ms/step
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38 [D loss: [6.00618309e+11 6.00618409e+11]] [G loss: 74878.5]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
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39 [D loss: [6.04607927e+11 6.04607974e+11]] [G loss: 131503.0625]
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 10ms/step
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40 [D loss: [6.00854118e+11 6.00854306e+11]] [G loss: 449832.375]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
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41 [D loss: [6.55414914e+11 6.55415126e+11]] [G loss: 411116.46875]
2/2 [==============================] - 0s 8ms/step
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42 [D loss: [6.49391837e+11 6.49391839e+11]] [G loss: 555410.0625]
2/2 [==============================] - 0s 8ms/step
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2/2 [==============================] - 0s 7ms/step
43 [D loss: [6.25166817e+11 6.25167063e+11]] [G loss: 671363.5625]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 10ms/step
44 [D loss: [5.96921152e+11 5.96921113e+11]] [G loss: 365689.3125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
45 [D loss: [6.48217531e+11 6.48217670e+11]] [G loss: 411394.0625]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
46 [D loss: [6.28559411e+11 6.28559452e+11]] [G loss: 176318.0625]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
47 [D loss: [6.24852549e+11 6.24852642e+11]] [G loss: -132413.234375]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
48 [D loss: [6.08065161e+11 6.08065209e+11]] [G loss: -254691.765625]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
49 [D loss: [6.23753842e+11 6.23753824e+11]] [G loss: -262811.90625]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
50 [D loss: [6.10626860e+11 6.10626915e+11]] [G loss: -386020.125]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 15ms/step
2/2 [==============================] - 0s 10ms/step
51 [D loss: [5.90670746e+11 5.90670754e+11]] [G loss: -473716.4375]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 13ms/step
52 [D loss: [6.22994884e+11 6.22994808e+11]] [G loss: -447539.3125]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 14ms/step
2/2 [==============================] - 0s 9ms/step
53 [D loss: [6.06650053e+11 6.06650020e+11]] [G loss: -448402.375]
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
54 [D loss: [6.11796396e+11 6.11796376e+11]] [G loss: -525957.625]
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
55 [D loss: [5.73838508e+11 5.73838695e+11]] [G loss: -537016.5]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
56 [D loss: [6.19254090e+11 6.19254171e+11]] [G loss: -507165.1875]
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
57 [D loss: [6.17392618e+11 6.17392676e+11]] [G loss: -498989.59375]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
58 [D loss: [8.38237869e+11 8.38237834e+11]] [G loss: -469799.875]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
59 [D loss: [7.54886007e+11 7.54886160e+11]] [G loss: -380176.1875]
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 12ms/step
60 [D loss: [7.03790039e+11 7.03790176e+11]] [G loss: -443927.5]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
61 [D loss: [6.66811429e+11 6.66811459e+11]] [G loss: -469190.84375]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 14ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 9ms/step
62 [D loss: [6.90311758e+11 6.90311898e+11]] [G loss: -315582.125]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
63 [D loss: [6.00138916e+11 6.00139024e+11]] [G loss: -317773.875]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
64 [D loss: [6.16754436e+11 6.16754553e+11]] [G loss: -238925.078125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 33ms/step
2/2 [==============================] - 0s 9ms/step
65 [D loss: [6.78365885e+11 6.78365903e+11]] [G loss: -162459.390625]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
66 [D loss: [6.48852702e+11 6.48852606e+11]] [G loss: -372975.1875]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
67 [D loss: [8.67639883e+11 8.67639946e+11]] [G loss: -326729.5]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
68 [D loss: [8.68447355e+11 8.68447345e+11]] [G loss: -280309.6875]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
69 [D loss: [8.15529123e+11 8.15529178e+11]] [G loss: -484871.0625]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
70 [D loss: [6.29528805e+11 6.29528812e+11]] [G loss: -333934.0]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
71 [D loss: [6.23679588e+11 6.23679591e+11]] [G loss: -355100.21875]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 15ms/step
2/2 [==============================] - 0s 10ms/step
72 [D loss: [6.15952681e+11 6.15952774e+11]] [G loss: -390689.1875]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 10ms/step
73 [D loss: [6.81342427e+11 6.81342468e+11]] [G loss: -201759.65625]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
74 [D loss: [6.29171453e+11 6.29171449e+11]] [G loss: -115495.734375]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
75 [D loss: [6.97639842e+11 6.97639852e+11]] [G loss: -67436.6171875]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 11ms/step
76 [D loss: [7.15547789e+11 7.15547803e+11]] [G loss: 48347.921875]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 9ms/step
77 [D loss: [6.42666327e+11 6.42666154e+11]] [G loss: 33155.703125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
78 [D loss: [6.24842462e+11 6.24842504e+11]] [G loss: 27100.859375]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
79 [D loss: [6.61739963e+11 6.61740022e+11]] [G loss: 48799.109375]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 11ms/step
80 [D loss: [8.04487074e+11 8.04487151e+11]] [G loss: 34087.19140625]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 13ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 12ms/step
2/2 [==============================] - 0s 10ms/step
81 [D loss: [6.73390111e+11 6.73390066e+11]] [G loss: -40463.453125]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
82 [D loss: [6.14509557e+11 6.14509618e+11]] [G loss: -78951.7578125]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
83 [D loss: [6.07381182e+11 6.07381266e+11]] [G loss: -267614.375]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
84 [D loss: [6.47264584e+11 6.47264723e+11]] [G loss: -252660.421875]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
85 [D loss: [6.12955543e+11 6.12955668e+11]] [G loss: -275205.125]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
86 [D loss: [5.98185014e+11 5.98185046e+11]] [G loss: -259202.890625]
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
87 [D loss: [6.17255707e+11 6.17255911e+11]] [G loss: -270428.0625]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
88 [D loss: [6.39167160e+11 6.39167263e+11]] [G loss: -307547.3125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
89 [D loss: [6.21374815e+11 6.21374967e+11]] [G loss: -92273.28125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
90 [D loss: [6.45694515e+11 6.45694614e+11]] [G loss: -213299.703125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
91 [D loss: [6.91891426e+11 6.91891474e+11]] [G loss: -242194.703125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
92 [D loss: [5.99476565e+11 5.99476608e+11]] [G loss: -195030.71875]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
93 [D loss: [6.48384891e+11 6.48385031e+11]] [G loss: -34603.0703125]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 15ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
94 [D loss: [6.38720262e+11 6.38720361e+11]] [G loss: -78893.84375]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
95 [D loss: [6.41488283e+11 6.41488497e+11]] [G loss: -22760.41015625]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
96 [D loss: [6.18801978e+11 6.18802123e+11]] [G loss: -53881.3125]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 6ms/step
97 [D loss: [6.16688462e+11 6.16688501e+11]] [G loss: -25283.7890625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
98 [D loss: [6.36311196e+11 6.36311370e+11]] [G loss: -81644.21875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
99 [D loss: [8.08400397e+11 8.08400579e+11]] [G loss: -148682.546875]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
100 [D loss: [1.17942215e+12 1.17942222e+12]] [G loss: -174286.75]
1/1 [==============================] - 0s 23ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
101 [D loss: [7.32168814e+11 7.32168923e+11]] [G loss: -427614.21875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
102 [D loss: [5.67475841e+11 5.67475971e+11]] [G loss: -454586.03125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
103 [D loss: [6.48264410e+11 6.48264632e+11]] [G loss: -645838.375]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
104 [D loss: [6.21829244e+11 6.21829333e+11]] [G loss: -510048.5625]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
105 [D loss: [8.80223768e+11 8.80223896e+11]] [G loss: -688267.5]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
106 [D loss: [6.02786920e+11 6.02787067e+11]] [G loss: -651117.5]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
107 [D loss: [8.24375110e+11 8.24375255e+11]] [G loss: -453440.6875]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 9ms/step
108 [D loss: [7.59458170e+11 7.59458319e+11]] [G loss: -511236.5]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
109 [D loss: [8.42228716e+11 8.42228888e+11]] [G loss: -430671.875]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 10ms/step
110 [D loss: [6.10443100e+11 6.10443307e+11]] [G loss: -500123.0]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
111 [D loss: [7.55990719e+11 7.55990856e+11]] [G loss: -606518.75]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
112 [D loss: [8.94090796e+11 8.94090855e+11]] [G loss: -198965.9375]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 10ms/step
113 [D loss: [1.61010057e+12 1.61010083e+12]] [G loss: -315923.375]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 13ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 13ms/step
2/2 [==============================] - 0s 10ms/step
114 [D loss: [9.62073803e+11 9.62073910e+11]] [G loss: -447365.6875]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 10ms/step
115 [D loss: [1.23480115e+12 1.23480145e+12]] [G loss: -415928.5]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
116 [D loss: [1.21276986e+12 1.21277007e+12]] [G loss: -417667.1875]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
117 [D loss: [8.70733488e+11 8.70733628e+11]] [G loss: -518385.3125]
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
118 [D loss: [9.55042862e+11 9.55043022e+11]] [G loss: -522147.78125]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
119 [D loss: [6.93867329e+11 6.93867324e+11]] [G loss: -517980.28125]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
120 [D loss: [6.65310250e+11 6.65310304e+11]] [G loss: -506362.625]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 9ms/step
121 [D loss: [7.48095208e+11 7.48095322e+11]] [G loss: -439881.625]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
122 [D loss: [5.73912654e+11 5.73912873e+11]] [G loss: -404126.8125]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 9ms/step
123 [D loss: [7.27407097e+11 7.27407246e+11]] [G loss: -304189.0625]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
124 [D loss: [6.35348282e+11 6.35348616e+11]] [G loss: -146505.625]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
125 [D loss: [6.49881063e+11 6.49881227e+11]] [G loss: -41353.30078125]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
126 [D loss: [1.16120616e+12 1.16120662e+12]] [G loss: 9089.859375]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
127 [D loss: [6.99420284e+11 6.99420600e+11]] [G loss: -324195.5]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
128 [D loss: [1.74484010e+12 1.74484043e+12]] [G loss: -57537.15625]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
129 [D loss: [7.15749134e+11 7.15749289e+11]] [G loss: -221526.40625]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
130 [D loss: [9.19336435e+11 9.19336550e+11]] [G loss: -411674.90625]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
131 [D loss: [7.31921719e+11 7.31921762e+11]] [G loss: -414978.46875]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
132 [D loss: [6.33917843e+11 6.33917932e+11]] [G loss: -549549.1875]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
133 [D loss: [7.05019295e+11 7.05019432e+11]] [G loss: -644517.3125]
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
134 [D loss: [6.05550039e+11 6.05550298e+11]] [G loss: -659276.0]
2/2 [==============================] - 0s 13ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 11ms/step
135 [D loss: [6.26826805e+11 6.26826860e+11]] [G loss: -491073.5625]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 11ms/step
136 [D loss: [6.18072832e+11 6.18072940e+11]] [G loss: -438532.65625]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
137 [D loss: [6.90147786e+11 6.90147844e+11]] [G loss: -507127.84375]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
138 [D loss: [5.96295573e+11 5.96295704e+11]] [G loss: -466439.375]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
139 [D loss: [5.81531392e+11 5.81531457e+11]] [G loss: -480278.0]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
140 [D loss: [6.23462420e+11 6.23462459e+11]] [G loss: -471004.4375]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
141 [D loss: [6.15482644e+11 6.15482739e+11]] [G loss: -433058.4375]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
142 [D loss: [6.00088368e+11 6.00088528e+11]] [G loss: -394580.09375]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
143 [D loss: [6.13707531e+11 6.13707614e+11]] [G loss: -243313.75]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
144 [D loss: [6.41641356e+11 6.41641440e+11]] [G loss: -300212.9375]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
145 [D loss: [6.14495102e+11 6.14494968e+11]] [G loss: -282639.59375]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
146 [D loss: [6.57562025e+11 6.57562041e+11]] [G loss: -275294.75]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 11ms/step
147 [D loss: [6.04195300e+11 6.04195308e+11]] [G loss: -192025.90625]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
148 [D loss: [6.44718576e+11 6.44718766e+11]] [G loss: -63914.33984375]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 9ms/step
149 [D loss: [6.67637536e+11 6.67637662e+11]] [G loss: 51482.9765625]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
150 [D loss: [6.41324814e+11 6.41324852e+11]] [G loss: 42769.203125]
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
151 [D loss: [6.03127250e+11 6.03127385e+11]] [G loss: -8412.220703125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 12ms/step
2/2 [==============================] - 0s 8ms/step
152 [D loss: [6.20336378e+11 6.20336656e+11]] [G loss: 64632.26171875]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 15ms/step
2/2 [==============================] - 0s 11ms/step
153 [D loss: [5.98227303e+11 5.98227539e+11]] [G loss: -96807.953125]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
154 [D loss: [6.39957670e+11 6.39957666e+11]] [G loss: -22810.884765625]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
155 [D loss: [6.39114615e+11 6.39114601e+11]] [G loss: -53285.984375]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
156 [D loss: [6.11589961e+11 6.11590026e+11]] [G loss: -74908.28125]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
157 [D loss: [5.96692143e+11 5.96692263e+11]] [G loss: -155721.8125]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
158 [D loss: [6.06006699e+11 6.06006965e+11]] [G loss: -135214.28125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
159 [D loss: [6.22904900e+11 6.22904867e+11]] [G loss: -361212.875]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
160 [D loss: [6.09147750e+11 6.09147923e+11]] [G loss: -327865.125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
161 [D loss: [6.01957792e+11 6.01957762e+11]] [G loss: -393058.0]
2/2 [==============================] - 0s 12ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
162 [D loss: [5.79590143e+11 5.79590109e+11]] [G loss: -169573.75]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
163 [D loss: [6.24846993e+11 6.24846823e+11]] [G loss: -186143.515625]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
164 [D loss: [6.28599236e+11 6.28599407e+11]] [G loss: -313947.125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
165 [D loss: [6.62423277e+11 6.62423345e+11]] [G loss: -255418.09375]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
166 [D loss: [6.17114770e+11 6.17114861e+11]] [G loss: -449400.875]
2/2 [==============================] - 0s 13ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
167 [D loss: [5.96644049e+11 5.96644085e+11]] [G loss: -283863.15625]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
168 [D loss: [5.89717638e+11 5.89717702e+11]] [G loss: -221613.203125]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
169 [D loss: [5.93603937e+11 5.93603934e+11]] [G loss: -262912.875]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
170 [D loss: [5.93598418e+11 5.93598539e+11]] [G loss: -142404.859375]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
171 [D loss: [6.01020190e+11 6.01020185e+11]] [G loss: -138587.109375]
2/2 [==============================] - 0s 13ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
172 [D loss: [5.87837735e+11 5.87837764e+11]] [G loss: -136737.5]
2/2 [==============================] - 0s 12ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 10ms/step
173 [D loss: [6.02758707e+11 6.02758731e+11]] [G loss: 112464.375]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
174 [D loss: [5.87385513e+11 5.87385559e+11]] [G loss: 240242.9375]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
175 [D loss: [6.09368080e+11 6.09368069e+11]] [G loss: 193409.4375]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
176 [D loss: [6.04088006e+11 6.04088075e+11]] [G loss: -10985.7421875]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 15ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
177 [D loss: [6.34685664e+11 6.34685652e+11]] [G loss: 161744.59375]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
178 [D loss: [6.58488975e+11 6.58489100e+11]] [G loss: 178992.609375]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
179 [D loss: [6.95107131e+11 6.95107159e+11]] [G loss: 34762.65625]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 13ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
180 [D loss: [5.82410718e+11 5.82410849e+11]] [G loss: -78543.0390625]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
181 [D loss: [6.09031770e+11 6.09031901e+11]] [G loss: -182834.890625]
2/2 [==============================] - 0s 13ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
182 [D loss: [6.14664824e+11 6.14664966e+11]] [G loss: -202437.375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
183 [D loss: [6.13460693e+11 6.13460822e+11]] [G loss: -281325.46875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
184 [D loss: [5.99499256e+11 5.99499305e+11]] [G loss: -316016.6875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
185 [D loss: [5.88383916e+11 5.88384006e+11]] [G loss: -344995.875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
186 [D loss: [6.27188069e+11 6.27188200e+11]] [G loss: -383621.96875]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
187 [D loss: [5.86229305e+11 5.86229429e+11]] [G loss: -388705.375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
188 [D loss: [6.00079166e+11 6.00079250e+11]] [G loss: -560157.25]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
189 [D loss: [6.14865893e+11 6.14866051e+11]] [G loss: -603480.4375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
190 [D loss: [6.19986959e+11 6.19987117e+11]] [G loss: -550801.0625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
191 [D loss: [6.30063453e+11 6.30063382e+11]] [G loss: -595771.5]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 9ms/step
192 [D loss: [5.93635553e+11 5.93635585e+11]] [G loss: -369722.25]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
193 [D loss: [7.05300168e+11 7.05300378e+11]] [G loss: -484899.125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
194 [D loss: [7.67039293e+11 7.67039420e+11]] [G loss: -192106.75]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
195 [D loss: [7.75098456e+11 7.75098308e+11]] [G loss: -196818.546875]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
196 [D loss: [6.81903083e+11 6.81903325e+11]] [G loss: -29569.46484375]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
197 [D loss: [6.71480350e+11 6.71480594e+11]] [G loss: 136369.15625]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
198 [D loss: [6.84002324e+11 6.84002847e+11]] [G loss: 140467.90625]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 13ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
199 [D loss: [7.07318719e+11 7.07318780e+11]] [G loss: 242818.71875]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 13ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
200 [D loss: [6.90608465e+11 6.90608729e+11]] [G loss: 101904.359375]
1/1 [==============================] - 0s 30ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
201 [D loss: [6.58017383e+11 6.58017414e+11]] [G loss: 183134.46875]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
202 [D loss: [6.49935924e+11 6.49935960e+11]] [G loss: 78120.53125]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
203 [D loss: [6.41205045e+11 6.41205150e+11]] [G loss: -68568.953125]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
204 [D loss: [6.10871955e+11 6.10871952e+11]] [G loss: -109116.953125]
2/2 [==============================] - 0s 12ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
205 [D loss: [6.25635763e+11 6.25635754e+11]] [G loss: -294813.0]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
206 [D loss: [6.32814492e+11 6.32814661e+11]] [G loss: -404049.5625]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
207 [D loss: [5.82027292e+11 5.82027283e+11]] [G loss: -491854.84375]
2/2 [==============================] - 0s 13ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 10ms/step
208 [D loss: [5.87942185e+11 5.87942217e+11]] [G loss: -568282.25]
2/2 [==============================] - 0s 13ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
209 [D loss: [6.50877539e+11 6.50877766e+11]] [G loss: -657852.0]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
210 [D loss: [5.82920827e+11 5.82921025e+11]] [G loss: -566717.875]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
211 [D loss: [5.74156987e+11 5.74157205e+11]] [G loss: -657067.6875]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
212 [D loss: [6.05042323e+11 6.05042525e+11]] [G loss: -682674.0625]
2/2 [==============================] - 0s 14ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
213 [D loss: [5.91736421e+11 5.91736599e+11]] [G loss: -822450.875]
2/2 [==============================] - 0s 14ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
214 [D loss: [5.84713840e+11 5.84713857e+11]] [G loss: -773519.375]
2/2 [==============================] - 0s 15ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
215 [D loss: [5.81925295e+11 5.81925330e+11]] [G loss: -502085.4375]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
216 [D loss: [6.42513741e+11 6.42513786e+11]] [G loss: -261986.28125]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
217 [D loss: [6.65810097e+11 6.65810285e+11]] [G loss: -102656.265625]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
218 [D loss: [6.16747463e+11 6.16747542e+11]] [G loss: 115697.671875]
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
219 [D loss: [5.99178135e+11 5.99178348e+11]] [G loss: 291561.4375]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
220 [D loss: [6.26816837e+11 6.26817051e+11]] [G loss: 503752.03125]
2/2 [==============================] - 0s 12ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
221 [D loss: [6.65485792e+11 6.65485987e+11]] [G loss: 628677.8125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
222 [D loss: [6.43843074e+11 6.43843243e+11]] [G loss: 765479.3125]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
223 [D loss: [6.38999066e+11 6.38999169e+11]] [G loss: 621672.4375]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
224 [D loss: [6.27168203e+11 6.27168346e+11]] [G loss: 537043.3125]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
225 [D loss: [7.22036630e+11 7.22036685e+11]] [G loss: 530994.125]
2/2 [==============================] - 0s 13ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
226 [D loss: [7.07813368e+11 7.07813542e+11]] [G loss: 438026.9375]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
227 [D loss: [6.61952580e+11 6.61952796e+11]] [G loss: 332776.375]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
228 [D loss: [6.56485042e+11 6.56485192e+11]] [G loss: 160191.640625]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
229 [D loss: [6.36710128e+11 6.36710282e+11]] [G loss: 136270.59375]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 12ms/step
2/2 [==============================] - 0s 9ms/step
230 [D loss: [6.59194443e+11 6.59194472e+11]] [G loss: -101420.2421875]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
231 [D loss: [6.52345763e+11 6.52345953e+11]] [G loss: -10910.521484375]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
232 [D loss: [6.32511685e+11 6.32511856e+11]] [G loss: -135552.953125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
233 [D loss: [6.58895787e+11 6.58896092e+11]] [G loss: -317560.5625]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
234 [D loss: [6.79290989e+11 6.79291198e+11]] [G loss: -275200.96875]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
235 [D loss: [6.15071784e+11 6.15071938e+11]] [G loss: -307129.25]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
236 [D loss: [6.60924833e+11 6.60924995e+11]] [G loss: -396036.8125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
237 [D loss: [6.73556161e+11 6.73556227e+11]] [G loss: -447462.125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 9ms/step
238 [D loss: [6.62100066e+11 6.62100198e+11]] [G loss: -510244.15625]
2/2 [==============================] - 0s 12ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
239 [D loss: [6.71375300e+11 6.71375503e+11]] [G loss: -620918.9375]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
240 [D loss: [6.27529114e+11 6.27529322e+11]] [G loss: -597627.3125]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
241 [D loss: [7.34168175e+11 7.34168312e+11]] [G loss: -784965.6875]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 12ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
242 [D loss: [7.09391107e+11 7.09391279e+11]] [G loss: -527124.6875]
2/2 [==============================] - 0s 12ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
243 [D loss: [6.40801421e+11 6.40801454e+11]] [G loss: -823585.0]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
244 [D loss: [6.21348448e+11 6.21348467e+11]] [G loss: -385447.625]
2/2 [==============================] - 0s 12ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
245 [D loss: [1.13604960e+12 1.13604976e+12]] [G loss: -431388.75]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
246 [D loss: [6.76758499e+11 6.76758496e+11]] [G loss: -565572.375]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
247 [D loss: [6.88676119e+11 6.88676343e+11]] [G loss: -324154.9375]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
248 [D loss: [6.51548506e+11 6.51548536e+11]] [G loss: -212177.390625]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
249 [D loss: [6.13079816e+11 6.13079850e+11]] [G loss: -174498.125]
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
250 [D loss: [6.30290294e+11 6.30290260e+11]] [G loss: -131463.09375]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
251 [D loss: [5.93047348e+11 5.93047343e+11]] [G loss: -147342.8125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
252 [D loss: [6.16143529e+11 6.16143559e+11]] [G loss: 59087.8828125]
2/2 [==============================] - 0s 13ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
253 [D loss: [6.58569199e+11 6.58569261e+11]] [G loss: -14231.08984375]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
254 [D loss: [5.85798969e+11 5.85798921e+11]] [G loss: -82875.578125]
2/2 [==============================] - 0s 13ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
255 [D loss: [5.66275308e+11 5.66275284e+11]] [G loss: 237641.4375]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
256 [D loss: [7.16777719e+11 7.16777838e+11]] [G loss: 149013.359375]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
257 [D loss: [1.57889261e+12 1.57889269e+12]] [G loss: 89390.5]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
258 [D loss: [1.23332672e+12 1.23332685e+12]] [G loss: 85574.53125]
2/2 [==============================] - 0s 15ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
259 [D loss: [1.25929254e+12 1.25929278e+12]] [G loss: 38524.78125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
260 [D loss: [1.15585143e+12 1.15585153e+12]] [G loss: -127725.234375]
2/2 [==============================] - 0s 12ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
261 [D loss: [8.93918619e+11 8.93918765e+11]] [G loss: -233220.328125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
262 [D loss: [9.92530193e+11 9.92530368e+11]] [G loss: -337763.46875]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
263 [D loss: [6.31880570e+11 6.31880645e+11]] [G loss: -335043.875]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
264 [D loss: [6.52032276e+11 6.52032345e+11]] [G loss: -523591.59375]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
265 [D loss: [6.28967432e+11 6.28967589e+11]] [G loss: -441970.875]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
266 [D loss: [6.02090639e+11 6.02090839e+11]] [G loss: -338646.6875]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
267 [D loss: [6.37003587e+11 6.37003692e+11]] [G loss: -399569.125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
268 [D loss: [5.96919310e+11 5.96919466e+11]] [G loss: -337731.5625]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
269 [D loss: [5.58690683e+11 5.58690780e+11]] [G loss: -176290.3125]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
270 [D loss: [8.61723290e+11 8.61723396e+11]] [G loss: -76615.5078125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
271 [D loss: [8.44869364e+11 8.44869563e+11]] [G loss: 18176.314453125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
272 [D loss: [6.37775858e+11 6.37776002e+11]] [G loss: -8812.359375]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
273 [D loss: [7.94924317e+11 7.94924520e+11]] [G loss: -110119.6875]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
274 [D loss: [7.02383607e+11 7.02383710e+11]] [G loss: -44218.6796875]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
275 [D loss: [6.36401322e+11 6.36401351e+11]] [G loss: -35863.73828125]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 8ms/step
276 [D loss: [7.58152412e+11 7.58152453e+11]] [G loss: -64671.9765625]
2/2 [==============================] - 0s 12ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
277 [D loss: [1.28372841e+12 1.28372858e+12]] [G loss: 56008.609375]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
278 [D loss: [1.38333898e+12 1.38333914e+12]] [G loss: -219822.9375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
279 [D loss: [6.42109531e+11 6.42109698e+11]] [G loss: -585509.625]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
280 [D loss: [6.30730087e+11 6.30730102e+11]] [G loss: -723340.125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
281 [D loss: [6.47602849e+11 6.47603004e+11]] [G loss: -785462.625]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
282 [D loss: [6.07141016e+11 6.07141008e+11]] [G loss: -733703.75]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
283 [D loss: [6.22999881e+11 6.23000082e+11]] [G loss: -734911.125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 15ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
284 [D loss: [6.69488909e+11 6.69489035e+11]] [G loss: -887956.875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
285 [D loss: [5.98861423e+11 5.98861669e+11]] [G loss: -932525.4375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
286 [D loss: [6.32766656e+11 6.32766796e+11]] [G loss: -856684.1875]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
287 [D loss: [6.32522639e+11 6.32522673e+11]] [G loss: -672213.875]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
288 [D loss: [6.15600404e+11 6.15600525e+11]] [G loss: -571166.75]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
289 [D loss: [6.74422575e+11 6.74422539e+11]] [G loss: -334125.78125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
290 [D loss: [9.75868049e+11 9.75868365e+11]] [G loss: -257026.609375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
291 [D loss: [6.43289662e+11 6.43289938e+11]] [G loss: -206219.8125]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
292 [D loss: [7.30310194e+11 7.30310356e+11]] [G loss: -61485.015625]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 11ms/step
293 [D loss: [6.29313079e+11 6.29313210e+11]] [G loss: 48956.578125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
294 [D loss: [6.70503502e+11 6.70503654e+11]] [G loss: 178772.9375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
295 [D loss: [6.32609871e+11 6.32610135e+11]] [G loss: 70762.3515625]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
296 [D loss: [6.95141587e+11 6.95141707e+11]] [G loss: 203425.296875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
297 [D loss: [6.68144437e+11 6.68144554e+11]] [G loss: 407970.65625]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 9ms/step
298 [D loss: [7.86486448e+11 7.86486548e+11]] [G loss: 627363.75]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
299 [D loss: [6.66080382e+11 6.66080556e+11]] [G loss: 574479.625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
300 [D loss: [6.64367526e+11 6.64367562e+11]] [G loss: 703106.0625]
1/1 [==============================] - 0s 27ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
301 [D loss: [6.6295849e+11 6.6295866e+11]] [G loss: 548214.5625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
302 [D loss: [5.97255110e+11 5.97255203e+11]] [G loss: 585253.375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
303 [D loss: [5.97274299e+11 5.97274472e+11]] [G loss: 412848.6875]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
304 [D loss: [6.22064437e+11 6.22064606e+11]] [G loss: 386052.4375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
305 [D loss: [5.93473266e+11 5.93473272e+11]] [G loss: 333995.75]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
306 [D loss: [5.97934380e+11 5.97934572e+11]] [G loss: 67351.453125]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
307 [D loss: [5.98130043e+11 5.98130326e+11]] [G loss: -79887.828125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
308 [D loss: [6.15189237e+11 6.15189540e+11]] [G loss: -36615.21875]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
309 [D loss: [6.18996972e+11 6.18997036e+11]] [G loss: -173129.546875]
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
310 [D loss: [6.74151869e+11 6.74152186e+11]] [G loss: -156169.1875]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
311 [D loss: [6.11312156e+11 6.11312140e+11]] [G loss: -586117.75]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
312 [D loss: [5.95609059e+11 5.95609416e+11]] [G loss: -235033.78125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
313 [D loss: [6.36640989e+11 6.36641144e+11]] [G loss: -657129.375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
314 [D loss: [6.01839228e+11 6.01839243e+11]] [G loss: -767285.125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 9ms/step
315 [D loss: [5.86054705e+11 5.86054922e+11]] [G loss: -456106.8125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
316 [D loss: [6.05722696e+11 6.05722820e+11]] [G loss: -678212.375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
317 [D loss: [6.09668023e+11 6.09668087e+11]] [G loss: -633342.1875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
318 [D loss: [6.46923730e+11 6.46923819e+11]] [G loss: -402023.34375]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
319 [D loss: [6.41852003e+11 6.41852141e+11]] [G loss: -581231.5]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
320 [D loss: [6.09048916e+11 6.09048960e+11]] [G loss: -643060.625]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 8ms/step
321 [D loss: [6.22192345e+11 6.22192512e+11]] [G loss: -536618.8125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
322 [D loss: [6.19558306e+11 6.19558354e+11]] [G loss: -524454.1875]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
323 [D loss: [6.09733353e+11 6.09733391e+11]] [G loss: -458273.25]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
324 [D loss: [6.07365922e+11 6.07366008e+11]] [G loss: -301621.78125]
2/2 [==============================] - 0s 12ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
325 [D loss: [6.19349234e+11 6.19349229e+11]] [G loss: -362274.9375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
326 [D loss: [6.56996957e+11 6.56996990e+11]] [G loss: -411257.78125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 9ms/step
327 [D loss: [5.74019338e+11 5.74019466e+11]] [G loss: -307720.6875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
328 [D loss: [5.71836821e+11 5.71836809e+11]] [G loss: -269764.40625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
329 [D loss: [5.80005423e+11 5.80005467e+11]] [G loss: -159435.125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
330 [D loss: [5.81272455e+11 5.81272498e+11]] [G loss: -189419.4375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
331 [D loss: [5.90785954e+11 5.90786205e+11]] [G loss: -169383.765625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 17ms/step
332 [D loss: [5.82199561e+11 5.82199581e+11]] [G loss: -122499.2109375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 12ms/step
2/2 [==============================] - 0s 7ms/step
333 [D loss: [6.30290659e+11 6.30290768e+11]] [G loss: -206474.078125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
334 [D loss: [7.04625295e+11 7.04625341e+11]] [G loss: -304960.0]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
335 [D loss: [7.29146776e+11 7.29146934e+11]] [G loss: -432619.75]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
336 [D loss: [8.40436556e+11 8.40436760e+11]] [G loss: -416466.46875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
337 [D loss: [8.57545182e+11 8.57545327e+11]] [G loss: -535324.75]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
338 [D loss: [6.96437029e+11 6.96437155e+11]] [G loss: -603332.0]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
339 [D loss: [7.79438048e+11 7.79438202e+11]] [G loss: -650356.875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
340 [D loss: [7.35848796e+11 7.35848879e+11]] [G loss: -671212.6875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
341 [D loss: [7.71356617e+11 7.71356720e+11]] [G loss: -547644.5625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
342 [D loss: [5.97517025e+11 5.97517136e+11]] [G loss: -501706.5625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 11ms/step
343 [D loss: [7.93884888e+11 7.93884974e+11]] [G loss: -405315.71875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
344 [D loss: [9.64993750e+11 9.64993843e+11]] [G loss: -343207.125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
345 [D loss: [6.20471196e+11 6.20471296e+11]] [G loss: -332941.65625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
346 [D loss: [7.78983291e+11 7.78983405e+11]] [G loss: -309389.1875]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
347 [D loss: [1.37682545e+12 1.37682569e+12]] [G loss: -27400.78125]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
348 [D loss: [1.33154781e+12 1.33154805e+12]] [G loss: 72640.5078125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
349 [D loss: [7.49350127e+11 7.49350261e+11]] [G loss: -125332.640625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
350 [D loss: [1.39723054e+12 1.39723069e+12]] [G loss: 7324.13671875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
351 [D loss: [9.38442463e+11 9.38442587e+11]] [G loss: 17766.2890625]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
352 [D loss: [8.26358107e+11 8.26358313e+11]] [G loss: -43216.04296875]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
353 [D loss: [8.09430444e+11 8.09430699e+11]] [G loss: -179419.359375]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
354 [D loss: [7.14678983e+11 7.14679202e+11]] [G loss: -5702.04296875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
355 [D loss: [7.48617996e+11 7.48618273e+11]] [G loss: -202334.71875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
356 [D loss: [7.50780894e+11 7.50781102e+11]] [G loss: -120677.9296875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
357 [D loss: [6.57301763e+11 6.57301997e+11]] [G loss: -84047.7734375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
358 [D loss: [7.95344191e+11 7.95344415e+11]] [G loss: -234084.578125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
359 [D loss: [6.42956690e+11 6.42956879e+11]] [G loss: -126839.515625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
360 [D loss: [6.58647051e+11 6.58647102e+11]] [G loss: -198520.65625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
361 [D loss: [7.51255171e+11 7.51255342e+11]] [G loss: -99701.78125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
362 [D loss: [6.55490404e+11 6.55490444e+11]] [G loss: -137573.90625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
363 [D loss: [6.46516528e+11 6.46516582e+11]] [G loss: -239062.078125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
364 [D loss: [6.22012336e+11 6.22012460e+11]] [G loss: -94947.2109375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
365 [D loss: [6.17994425e+11 6.17994482e+11]] [G loss: -191448.71875]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
366 [D loss: [6.93589129e+11 6.93589322e+11]] [G loss: -239465.1875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
367 [D loss: [6.26831579e+11 6.26831769e+11]] [G loss: -271301.1875]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
368 [D loss: [6.23639578e+11 6.23639755e+11]] [G loss: -262172.0]
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
369 [D loss: [5.85732511e+11 5.85732611e+11]] [G loss: -216409.875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
370 [D loss: [5.91116414e+11 5.91116564e+11]] [G loss: -294863.9375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
371 [D loss: [6.61682323e+11 6.61682384e+11]] [G loss: -447882.15625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
372 [D loss: [5.79988586e+11 5.79988460e+11]] [G loss: -425326.15625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
373 [D loss: [6.30129638e+11 6.30129709e+11]] [G loss: -521487.8125]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 7ms/step
374 [D loss: [5.94275149e+11 5.94275301e+11]] [G loss: -624095.875]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 6ms/step
375 [D loss: [6.09900905e+11 6.09900940e+11]] [G loss: -552033.125]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 7ms/step
376 [D loss: [5.79654839e+11 5.79655051e+11]] [G loss: -495690.75]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
377 [D loss: [6.58959203e+11 6.58959426e+11]] [G loss: -680791.5]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
378 [D loss: [5.88905941e+11 5.88906129e+11]] [G loss: -623509.0]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
379 [D loss: [5.90820477e+11 5.90820644e+11]] [G loss: -627833.75]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
380 [D loss: [5.72972750e+11 5.72972876e+11]] [G loss: -554439.3125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
381 [D loss: [5.99113845e+11 5.99114049e+11]] [G loss: -488564.46875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 8ms/step
382 [D loss: [6.24363969e+11 6.24363986e+11]] [G loss: -371583.34375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
383 [D loss: [5.76136072e+11 5.76136215e+11]] [G loss: -260953.171875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
384 [D loss: [5.95358278e+11 5.95358376e+11]] [G loss: -310551.34375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
385 [D loss: [5.95196322e+11 5.95196537e+11]] [G loss: -188494.265625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
386 [D loss: [6.08683950e+11 6.08684079e+11]] [G loss: -125792.3125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
387 [D loss: [6.13742239e+11 6.13742345e+11]] [G loss: 15846.82421875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
388 [D loss: [6.02072386e+11 6.02072519e+11]] [G loss: 28795.84375]
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
389 [D loss: [6.14029784e+11 6.14029875e+11]] [G loss: 45362.34765625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
390 [D loss: [6.77337895e+11 6.77338032e+11]] [G loss: 25338.12109375]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 9ms/step
391 [D loss: [6.84142995e+11 6.84143094e+11]] [G loss: -143102.390625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
392 [D loss: [6.37323883e+11 6.37323970e+11]] [G loss: -123304.953125]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
393 [D loss: [6.90331570e+11 6.90331699e+11]] [G loss: -465190.625]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
394 [D loss: [6.81021922e+11 6.81022087e+11]] [G loss: -472476.1875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
395 [D loss: [6.57339258e+11 6.57339257e+11]] [G loss: -453504.9375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
396 [D loss: [5.97860127e+11 5.97860079e+11]] [G loss: -474473.0625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
397 [D loss: [6.52197355e+11 6.52197460e+11]] [G loss: -559464.5]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
398 [D loss: [8.33315508e+11 8.33315462e+11]] [G loss: -486619.375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
399 [D loss: [7.36799200e+11 7.36799215e+11]] [G loss: -593884.0]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
400 [D loss: [6.33703111e+11 6.33703130e+11]] [G loss: -395202.0]
1/1 [==============================] - 0s 23ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
401 [D loss: [6.09909882e+11 6.09909942e+11]] [G loss: -413289.8125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
402 [D loss: [7.15080523e+11 7.15080582e+11]] [G loss: -345324.25]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
403 [D loss: [6.84993483e+11 6.84993587e+11]] [G loss: -210282.59375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
404 [D loss: [6.08692861e+11 6.08693014e+11]] [G loss: -273840.875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
405 [D loss: [6.36802454e+11 6.36802566e+11]] [G loss: -193037.0]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
406 [D loss: [6.60174899e+11 6.60174979e+11]] [G loss: -281595.5625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
407 [D loss: [6.08218428e+11 6.08218314e+11]] [G loss: -325912.375]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
408 [D loss: [6.33957523e+11 6.33957694e+11]] [G loss: -405927.875]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
409 [D loss: [6.46522491e+11 6.46522455e+11]] [G loss: -443449.6875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
410 [D loss: [7.04084197e+11 7.04084246e+11]] [G loss: -489956.625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
411 [D loss: [6.56916879e+11 6.56916956e+11]] [G loss: -651743.875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
412 [D loss: [6.10279743e+11 6.10279764e+11]] [G loss: -601230.625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
413 [D loss: [6.33952661e+11 6.33952634e+11]] [G loss: -595267.875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
414 [D loss: [6.24441390e+11 6.24441468e+11]] [G loss: -336126.5]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
415 [D loss: [6.55039815e+11 6.55039949e+11]] [G loss: -423303.65625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
416 [D loss: [6.64632977e+11 6.64633042e+11]] [G loss: -432981.25]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
417 [D loss: [6.41217746e+11 6.41217824e+11]] [G loss: -306563.6875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
418 [D loss: [7.16148706e+11 7.16148992e+11]] [G loss: -356475.59375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 17ms/step
419 [D loss: [6.74995462e+11 6.74995660e+11]] [G loss: -393339.6875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
420 [D loss: [6.77774889e+11 6.77775057e+11]] [G loss: -396450.28125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
421 [D loss: [6.45399118e+11 6.45399199e+11]] [G loss: -403973.25]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
422 [D loss: [6.54309539e+11 6.54309713e+11]] [G loss: -469421.34375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
423 [D loss: [6.40860367e+11 6.40860525e+11]] [G loss: -330093.875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
424 [D loss: [6.43570886e+11 6.43570873e+11]] [G loss: -442681.25]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 12ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
425 [D loss: [7.46698361e+11 7.46698150e+11]] [G loss: -615377.75]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
426 [D loss: [6.45144104e+11 6.45144045e+11]] [G loss: -440862.875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
427 [D loss: [6.54220123e+11 6.54220034e+11]] [G loss: -507451.46875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
428 [D loss: [6.63926748e+11 6.63926840e+11]] [G loss: -402251.3125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
429 [D loss: [7.05500195e+11 7.05500408e+11]] [G loss: -159109.1875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
430 [D loss: [7.43131228e+11 7.43131593e+11]] [G loss: -171240.875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
431 [D loss: [6.47504786e+11 6.47504964e+11]] [G loss: -179906.6875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
432 [D loss: [6.61259141e+11 6.61259164e+11]] [G loss: -92440.734375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
433 [D loss: [7.89888780e+11 7.89889119e+11]] [G loss: -3775.4794921875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
434 [D loss: [6.48855658e+11 6.48855828e+11]] [G loss: -111211.0390625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
435 [D loss: [7.02483225e+11 7.02483496e+11]] [G loss: 91515.953125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
436 [D loss: [6.50984158e+11 6.50984332e+11]] [G loss: -88151.953125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
437 [D loss: [6.61794045e+11 6.61794501e+11]] [G loss: -79661.796875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
438 [D loss: [7.02174593e+11 7.02174799e+11]] [G loss: -119828.671875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
439 [D loss: [7.62869287e+11 7.62869685e+11]] [G loss: -134280.59375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
440 [D loss: [6.72405863e+11 6.72405968e+11]] [G loss: -46396.875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
441 [D loss: [6.49285237e+11 6.49285235e+11]] [G loss: -498184.53125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
442 [D loss: [6.43397850e+11 6.43397869e+11]] [G loss: -403483.0625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
443 [D loss: [6.09045521e+11 6.09045451e+11]] [G loss: -254658.828125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
444 [D loss: [7.40080526e+11 7.40080725e+11]] [G loss: -299156.75]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
445 [D loss: [6.41117426e+11 6.41117536e+11]] [G loss: -256105.90625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
446 [D loss: [6.37230936e+11 6.37230915e+11]] [G loss: -100947.859375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
447 [D loss: [8.79715629e+11 8.79715656e+11]] [G loss: -127809.078125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
448 [D loss: [6.56016533e+11 6.56016634e+11]] [G loss: -237908.96875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
449 [D loss: [6.34486399e+11 6.34486489e+11]] [G loss: -271627.90625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
450 [D loss: [6.37191995e+11 6.37192167e+11]] [G loss: -266631.5625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
451 [D loss: [6.24882189e+11 6.24882345e+11]] [G loss: -133538.25]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
452 [D loss: [1.25537801e+12 1.25537829e+12]] [G loss: -27251.453125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 10ms/step
453 [D loss: [8.02618033e+11 8.02618150e+11]] [G loss: -352086.1875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
454 [D loss: [8.96580859e+11 8.96581049e+11]] [G loss: -233861.234375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
455 [D loss: [1.10493198e+12 1.10493232e+12]] [G loss: -138674.796875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
456 [D loss: [6.97098180e+11 6.97098338e+11]] [G loss: -253221.4375]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
457 [D loss: [6.83961757e+11 6.83961864e+11]] [G loss: -352768.625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
458 [D loss: [5.95330674e+11 5.95330903e+11]] [G loss: -173295.359375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
459 [D loss: [7.01383856e+11 7.01384115e+11]] [G loss: -201638.53125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 14ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
460 [D loss: [6.28070920e+11 6.28071009e+11]] [G loss: -61229.28125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
461 [D loss: [6.84797289e+11 6.84797382e+11]] [G loss: -40992.85546875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
462 [D loss: [6.26583847e+11 6.26583950e+11]] [G loss: -176765.609375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
463 [D loss: [6.08046855e+11 6.08046853e+11]] [G loss: -92108.9609375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
464 [D loss: [6.22785002e+11 6.22784976e+11]] [G loss: -85020.0546875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
465 [D loss: [5.73835290e+11 5.73835258e+11]] [G loss: -93845.03125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
466 [D loss: [6.07045204e+11 6.07045285e+11]] [G loss: -214947.40625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
467 [D loss: [5.99211035e+11 5.99211127e+11]] [G loss: -445635.4375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
468 [D loss: [6.45257899e+11 6.45258041e+11]] [G loss: -436266.25]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
469 [D loss: [6.16318008e+11 6.16318204e+11]] [G loss: -580718.0]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
470 [D loss: [5.79212907e+11 5.79212993e+11]] [G loss: -595992.5625]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
471 [D loss: [6.16730123e+11 6.16730148e+11]] [G loss: -706459.375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
472 [D loss: [7.04004418e+11 7.04004545e+11]] [G loss: -628760.8125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 5ms/step
473 [D loss: [5.82284697e+11 5.82284710e+11]] [G loss: -635939.0]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
474 [D loss: [5.68602473e+11 5.68602511e+11]] [G loss: -734731.375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
475 [D loss: [5.92435954e+11 5.92436045e+11]] [G loss: -517283.65625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
476 [D loss: [6.05724822e+11 6.05724954e+11]] [G loss: -566956.3125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
477 [D loss: [6.19994137e+11 6.19994163e+11]] [G loss: -498933.84375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
478 [D loss: [6.27227253e+11 6.27227415e+11]] [G loss: -206200.8125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
479 [D loss: [1.29712427e+12 1.29712442e+12]] [G loss: 34557.69140625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
480 [D loss: [7.59121042e+11 7.59121095e+11]] [G loss: 76379.46875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
481 [D loss: [7.94583149e+11 7.94583248e+11]] [G loss: 244482.0625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
482 [D loss: [7.55729125e+11 7.55729223e+11]] [G loss: 136651.0]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
483 [D loss: [8.29905532e+11 8.29905533e+11]] [G loss: 260621.375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
484 [D loss: [9.69730416e+11 9.69730586e+11]] [G loss: 301545.5]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 5ms/step
485 [D loss: [9.53960793e+11 9.53960928e+11]] [G loss: 132777.09375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
486 [D loss: [8.83631715e+11 8.83631857e+11]] [G loss: 20452.9921875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
487 [D loss: [9.83481984e+11 9.83482007e+11]] [G loss: -8249.7265625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
488 [D loss: [1.20178198e+12 1.20178216e+12]] [G loss: 239035.40625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
489 [D loss: [8.95414449e+11 8.95414430e+11]] [G loss: -33771.85546875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
490 [D loss: [1.00882978e+12 1.00882990e+12]] [G loss: -35359.375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
491 [D loss: [1.55098124e+12 1.55098144e+12]] [G loss: 97226.0390625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
492 [D loss: [9.18778172e+11 9.18778329e+11]] [G loss: -258691.390625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
493 [D loss: [6.54601576e+11 6.54601661e+11]] [G loss: -302650.625]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
494 [D loss: [6.42263796e+11 6.42263736e+11]] [G loss: -136564.34375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
495 [D loss: [6.29241116e+11 6.29241221e+11]] [G loss: -259025.734375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
496 [D loss: [6.92336319e+11 6.92336362e+11]] [G loss: -217695.96875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
497 [D loss: [6.99879803e+11 6.99879953e+11]] [G loss: -35831.8125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 7ms/step
498 [D loss: [1.02306069e+12 1.02306091e+12]] [G loss: -11335.078125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
499 [D loss: [6.86291116e+11 6.86291186e+11]] [G loss: 43400.578125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
500 [D loss: [7.35020846e+11 7.35021006e+11]] [G loss: 124937.109375]
1/1 [==============================] - 0s 24ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
501 [D loss: [6.81471302e+11 6.81471382e+11]] [G loss: 200354.859375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
502 [D loss: [6.46176838e+11 6.46177041e+11]] [G loss: 352333.6875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
503 [D loss: [6.45175311e+11 6.45175463e+11]] [G loss: 260439.96875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
504 [D loss: [1.04437541e+12 1.04437558e+12]] [G loss: 439885.96875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
505 [D loss: [7.14830457e+11 7.14830714e+11]] [G loss: 504371.34375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
506 [D loss: [7.22757751e+11 7.22757955e+11]] [G loss: 303620.9375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
507 [D loss: [8.90116027e+11 8.90116293e+11]] [G loss: 297407.78125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
508 [D loss: [9.80707266e+11 9.80707443e+11]] [G loss: 326760.34375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
509 [D loss: [6.61397148e+11 6.61397397e+11]] [G loss: 172240.234375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
510 [D loss: [6.81680323e+11 6.81680489e+11]] [G loss: 115324.7421875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
511 [D loss: [6.58551759e+11 6.58551887e+11]] [G loss: -2987.328125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
512 [D loss: [6.70495722e+11 6.70495855e+11]] [G loss: -44180.90625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
513 [D loss: [6.90751429e+11 6.90751549e+11]] [G loss: -190368.5625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
514 [D loss: [6.32125283e+11 6.32125501e+11]] [G loss: -198067.1875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
515 [D loss: [6.44954859e+11 6.44955057e+11]] [G loss: -321667.03125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
516 [D loss: [5.80616152e+11 5.80616383e+11]] [G loss: -321566.0]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
517 [D loss: [8.86246659e+11 8.86246968e+11]] [G loss: -458084.0]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
518 [D loss: [6.34065699e+11 6.34065844e+11]] [G loss: -356585.15625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
519 [D loss: [7.11041562e+11 7.11041841e+11]] [G loss: -339563.0]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
520 [D loss: [7.10875339e+11 7.10875452e+11]] [G loss: -575942.1875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
521 [D loss: [6.12847420e+11 6.12847687e+11]] [G loss: -600388.0]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
522 [D loss: [6.19642842e+11 6.19643080e+11]] [G loss: -706341.8125]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
523 [D loss: [6.26192703e+11 6.26192895e+11]] [G loss: -630528.125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
524 [D loss: [6.01758293e+11 6.01758390e+11]] [G loss: -481543.84375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
525 [D loss: [6.30958769e+11 6.30958998e+11]] [G loss: -484230.75]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
526 [D loss: [6.23046062e+11 6.23046333e+11]] [G loss: -467844.1875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
527 [D loss: [6.15475828e+11 6.15476179e+11]] [G loss: -507462.625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
528 [D loss: [6.16751441e+11 6.16751643e+11]] [G loss: -243137.34375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
529 [D loss: [6.23055195e+11 6.23055311e+11]] [G loss: -368686.625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
530 [D loss: [6.23578218e+11 6.23578379e+11]] [G loss: -167499.59375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
531 [D loss: [6.26103771e+11 6.26104040e+11]] [G loss: -167225.90625]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
532 [D loss: [7.02276814e+11 7.02276958e+11]] [G loss: -174311.546875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
533 [D loss: [6.40084026e+11 6.40084052e+11]] [G loss: -282004.75]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
534 [D loss: [6.4759927e+11 6.4759947e+11]] [G loss: -155881.78125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
535 [D loss: [6.40863287e+11 6.40863339e+11]] [G loss: -157730.78125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
536 [D loss: [6.11490333e+11 6.11490538e+11]] [G loss: -40496.9921875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
537 [D loss: [6.38436104e+11 6.38436209e+11]] [G loss: -40889.9296875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
538 [D loss: [6.54177366e+11 6.54177637e+11]] [G loss: 230173.03125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
539 [D loss: [6.42735782e+11 6.42735795e+11]] [G loss: 205239.65625]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
540 [D loss: [6.21060809e+11 6.21061065e+11]] [G loss: 174603.453125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
541 [D loss: [7.14335579e+11 7.14335849e+11]] [G loss: 280082.5]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
542 [D loss: [6.50985284e+11 6.50985390e+11]] [G loss: 286645.125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
543 [D loss: [6.88983008e+11 6.88983391e+11]] [G loss: 499639.8125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
544 [D loss: [6.52094149e+11 6.52094307e+11]] [G loss: 501436.46875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
545 [D loss: [7.14598172e+11 7.14598584e+11]] [G loss: 649265.125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
546 [D loss: [6.87135031e+11 6.87135070e+11]] [G loss: 229927.03125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
547 [D loss: [6.78746899e+11 6.78747242e+11]] [G loss: 77396.9453125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
548 [D loss: [6.38116293e+11 6.38116417e+11]] [G loss: -35326.62109375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
549 [D loss: [6.50010454e+11 6.50010487e+11]] [G loss: -255316.40625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
550 [D loss: [6.31992498e+11 6.31992607e+11]] [G loss: -355298.15625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
551 [D loss: [6.33946911e+11 6.33947097e+11]] [G loss: -582026.0]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
552 [D loss: [6.20497697e+11 6.20497781e+11]] [G loss: -695013.25]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
553 [D loss: [6.68978984e+11 6.68979053e+11]] [G loss: -811960.4375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
554 [D loss: [6.79003404e+11 6.79003633e+11]] [G loss: -899139.75]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
555 [D loss: [7.05499977e+11 7.05499961e+11]] [G loss: -964989.1875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
556 [D loss: [6.63210960e+11 6.63211029e+11]] [G loss: -852564.0]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
557 [D loss: [8.62704688e+11 8.62704909e+11]] [G loss: -884348.0]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
558 [D loss: [7.13374508e+11 7.13374482e+11]] [G loss: -853760.5625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
559 [D loss: [7.76106647e+11 7.76106795e+11]] [G loss: -668017.125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
560 [D loss: [7.75532531e+11 7.75532601e+11]] [G loss: -323672.4375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
561 [D loss: [1.41040477e+12 1.41040496e+12]] [G loss: -75582.359375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
562 [D loss: [8.46248873e+11 8.46249122e+11]] [G loss: -57714.0625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
563 [D loss: [1.04711241e+12 1.04711278e+12]] [G loss: 271215.96875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 8ms/step
564 [D loss: [7.30417721e+11 7.30418206e+11]] [G loss: 325594.96875]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
565 [D loss: [7.95081111e+11 7.95081288e+11]] [G loss: 695208.8125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
566 [D loss: [8.11895228e+11 8.11895428e+11]] [G loss: 696452.625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 9ms/step
567 [D loss: [6.73929920e+11 6.73930224e+11]] [G loss: 620493.3125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
568 [D loss: [6.83268834e+11 6.83269207e+11]] [G loss: 551176.75]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
569 [D loss: [6.75604750e+11 6.75604979e+11]] [G loss: 557555.6875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
570 [D loss: [6.63753673e+11 6.63753752e+11]] [G loss: 231735.46875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
571 [D loss: [6.51966475e+11 6.51966464e+11]] [G loss: 230727.21875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
572 [D loss: [6.29146654e+11 6.29146886e+11]] [G loss: -39878.671875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
573 [D loss: [6.01131527e+11 6.01131765e+11]] [G loss: -53326.9453125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
574 [D loss: [6.26545894e+11 6.26546135e+11]] [G loss: -258186.90625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 5ms/step
575 [D loss: [6.02647573e+11 6.02647809e+11]] [G loss: -354203.6875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
576 [D loss: [6.10506545e+11 6.10506754e+11]] [G loss: -526943.4375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
577 [D loss: [5.84884017e+11 5.84884308e+11]] [G loss: -389548.9375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
578 [D loss: [5.74639285e+11 5.74639588e+11]] [G loss: -793231.375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
579 [D loss: [6.0708042e+11 6.0708065e+11]] [G loss: -619823.375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
580 [D loss: [6.03211667e+11 6.03211877e+11]] [G loss: -513215.09375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
581 [D loss: [5.58426801e+11 5.58427229e+11]] [G loss: -562474.3125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
582 [D loss: [6.11704547e+11 6.11704857e+11]] [G loss: -955547.0625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
583 [D loss: [6.27773607e+11 6.27773923e+11]] [G loss: -818118.75]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
584 [D loss: [5.89804166e+11 5.89804331e+11]] [G loss: -477234.3125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
585 [D loss: [5.94415868e+11 5.94416018e+11]] [G loss: -902481.75]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
586 [D loss: [5.83431605e+11 5.83431660e+11]] [G loss: -806853.125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
587 [D loss: [6.06633938e+11 6.06634144e+11]] [G loss: -508845.375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
588 [D loss: [5.89475264e+11 5.89475459e+11]] [G loss: -533802.0]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 4ms/step
589 [D loss: [5.92013263e+11 5.92013536e+11]] [G loss: -390498.5]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
590 [D loss: [6.46210014e+11 6.46210201e+11]] [G loss: -194961.21875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
591 [D loss: [5.99480409e+11 5.99480568e+11]] [G loss: -74992.5859375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
592 [D loss: [6.48179605e+11 6.48179805e+11]] [G loss: 156287.28125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
593 [D loss: [6.46277651e+11 6.46277901e+11]] [G loss: 63559.27734375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
594 [D loss: [6.57396081e+11 6.57396374e+11]] [G loss: 284444.09375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
595 [D loss: [6.71593107e+11 6.71593199e+11]] [G loss: 320993.1875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
596 [D loss: [6.72898879e+11 6.72898989e+11]] [G loss: 261141.6875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
597 [D loss: [6.74643582e+11 6.74643594e+11]] [G loss: 275614.09375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
598 [D loss: [6.47043311e+11 6.47043353e+11]] [G loss: 291428.96875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
599 [D loss: [6.33301846e+11 6.33301645e+11]] [G loss: 108815.59375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
600 [D loss: [7.20526410e+11 7.20526509e+11]] [G loss: 19198.2421875]
1/1 [==============================] - 0s 23ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
601 [D loss: [6.17020694e+11 6.17020848e+11]] [G loss: -120691.9609375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
602 [D loss: [6.01176358e+11 6.01176447e+11]] [G loss: 65631.6015625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
603 [D loss: [6.14744942e+11 6.14745129e+11]] [G loss: -214337.625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
604 [D loss: [6.67228285e+11 6.67228473e+11]] [G loss: -319141.9375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 6ms/step
605 [D loss: [6.57942785e+11 6.57943035e+11]] [G loss: -255413.984375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
606 [D loss: [6.51701482e+11 6.51701601e+11]] [G loss: -334468.75]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
607 [D loss: [6.52096496e+11 6.52096514e+11]] [G loss: -303199.46875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
608 [D loss: [6.78698585e+11 6.78698817e+11]] [G loss: -296459.25]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
609 [D loss: [6.15571758e+11 6.15572047e+11]] [G loss: -195410.984375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
610 [D loss: [6.38223301e+11 6.38223314e+11]] [G loss: -146320.109375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
611 [D loss: [6.34982290e+11 6.34982507e+11]] [G loss: -329608.25]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
612 [D loss: [6.7488664e+11 6.7488663e+11]] [G loss: -211039.71875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
613 [D loss: [6.72287918e+11 6.72288148e+11]] [G loss: -307322.5]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
614 [D loss: [6.25411124e+11 6.25411333e+11]] [G loss: -291579.65625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
615 [D loss: [6.38734613e+11 6.38734764e+11]] [G loss: -247235.71875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
616 [D loss: [6.23392465e+11 6.23392573e+11]] [G loss: -334118.15625]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
617 [D loss: [6.33554113e+11 6.33554300e+11]] [G loss: -457361.4375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
618 [D loss: [6.38250925e+11 6.38251077e+11]] [G loss: -518040.84375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
619 [D loss: [6.45922131e+11 6.45922546e+11]] [G loss: -393359.5625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
620 [D loss: [6.60871648e+11 6.60872041e+11]] [G loss: -646293.0]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
621 [D loss: [6.65876246e+11 6.65876381e+11]] [G loss: -716166.5625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
622 [D loss: [6.37718905e+11 6.37718878e+11]] [G loss: -849355.75]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
623 [D loss: [6.53949627e+11 6.53949633e+11]] [G loss: -765356.0625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
624 [D loss: [6.53365754e+11 6.53365963e+11]] [G loss: -806878.625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
625 [D loss: [6.70126413e+11 6.70126725e+11]] [G loss: -1163607.625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
626 [D loss: [6.89474565e+11 6.89474549e+11]] [G loss: -902784.125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
627 [D loss: [7.49197176e+11 7.49197187e+11]] [G loss: -793870.6875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
628 [D loss: [6.34911924e+11 6.34912107e+11]] [G loss: -787639.75]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
629 [D loss: [7.34762393e+11 7.34762355e+11]] [G loss: -940037.375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
630 [D loss: [6.25167853e+11 6.25167892e+11]] [G loss: -235034.25]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
631 [D loss: [6.35899526e+11 6.35899616e+11]] [G loss: -45094.01171875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
632 [D loss: [6.60724239e+11 6.60724445e+11]] [G loss: 339361.3125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
633 [D loss: [7.30408583e+11 7.30408730e+11]] [G loss: 705817.1875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
634 [D loss: [6.81745691e+11 6.81746003e+11]] [G loss: 899986.125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
635 [D loss: [7.25179073e+11 7.25179523e+11]] [G loss: 1296295.75]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
636 [D loss: [7.73650373e+11 7.73650686e+11]] [G loss: 1578858.75]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
637 [D loss: [7.49892042e+11 7.49892011e+11]] [G loss: 1499681.0]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
638 [D loss: [7.37016481e+11 7.37016601e+11]] [G loss: 1311550.5]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
639 [D loss: [7.11855537e+11 7.11855379e+11]] [G loss: 1047607.25]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
640 [D loss: [7.13966537e+11 7.13966526e+11]] [G loss: 857827.5625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
641 [D loss: [7.00669513e+11 7.00669448e+11]] [G loss: 448725.0625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
642 [D loss: [7.19255902e+11 7.19256016e+11]] [G loss: 148579.515625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
643 [D loss: [7.66040616e+11 7.66040764e+11]] [G loss: -40158.6015625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
644 [D loss: [8.10933099e+11 8.10933024e+11]] [G loss: -199547.203125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
645 [D loss: [6.92625522e+11 6.92625542e+11]] [G loss: -501263.875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
646 [D loss: [6.39298099e+11 6.39298294e+11]] [G loss: -397999.25]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 7ms/step
647 [D loss: [6.88520099e+11 6.88520582e+11]] [G loss: -722653.625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
648 [D loss: [6.39673190e+11 6.39673406e+11]] [G loss: -798761.5]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
649 [D loss: [6.60907060e+11 6.60907132e+11]] [G loss: -561607.6875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
650 [D loss: [6.81710810e+11 6.81710982e+11]] [G loss: -705680.75]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
651 [D loss: [7.45351365e+11 7.45351502e+11]] [G loss: -751865.375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
652 [D loss: [7.72814324e+11 7.72814416e+11]] [G loss: -672978.375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
653 [D loss: [8.49772032e+11 8.49772143e+11]] [G loss: -648057.125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 8ms/step
654 [D loss: [6.75247143e+11 6.75247308e+11]] [G loss: -583221.6875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
655 [D loss: [1.08580957e+12 1.08580959e+12]] [G loss: -201677.6875]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
656 [D loss: [8.06056095e+11 8.06056024e+11]] [G loss: -219646.8125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
657 [D loss: [8.36170779e+11 8.36170806e+11]] [G loss: -47431.5625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
658 [D loss: [7.35720076e+11 7.35720124e+11]] [G loss: 249558.40625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
659 [D loss: [8.9076780e+11 8.9076781e+11]] [G loss: 401142.0]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
660 [D loss: [8.33914420e+11 8.33914382e+11]] [G loss: 590388.0]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
661 [D loss: [7.09236994e+11 7.09237077e+11]] [G loss: 832165.5]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
662 [D loss: [7.86106279e+11 7.86106241e+11]] [G loss: 762431.3125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
663 [D loss: [7.20191524e+11 7.20191588e+11]] [G loss: 869167.5]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
664 [D loss: [7.00450536e+11 7.00450538e+11]] [G loss: 866845.0]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
665 [D loss: [7.42242722e+11 7.42242886e+11]] [G loss: 1088941.75]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
666 [D loss: [7.01453922e+11 7.01453908e+11]] [G loss: 923697.25]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
667 [D loss: [7.19781566e+11 7.19781665e+11]] [G loss: 873989.9375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
668 [D loss: [6.80745934e+11 6.80745955e+11]] [G loss: 584229.3125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
669 [D loss: [6.74810719e+11 6.74810767e+11]] [G loss: 450479.0625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
670 [D loss: [7.09674526e+11 7.09674500e+11]] [G loss: 398225.4375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
671 [D loss: [6.47623906e+11 6.47624034e+11]] [G loss: 89589.78125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
672 [D loss: [6.63847255e+11 6.63847320e+11]] [G loss: 19346.94140625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
673 [D loss: [6.42096617e+11 6.42096684e+11]] [G loss: -137337.1875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
674 [D loss: [6.67784678e+11 6.67784680e+11]] [G loss: -81094.171875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
675 [D loss: [7.03637610e+11 7.03637778e+11]] [G loss: -267913.75]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
676 [D loss: [6.15497554e+11 6.15497687e+11]] [G loss: -222805.234375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
677 [D loss: [6.52426508e+11 6.52426661e+11]] [G loss: -405075.125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
678 [D loss: [6.72909087e+11 6.72909254e+11]] [G loss: -479479.25]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
679 [D loss: [6.73569575e+11 6.73569712e+11]] [G loss: -513282.96875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
680 [D loss: [6.63118286e+11 6.63118305e+11]] [G loss: -671489.25]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
681 [D loss: [6.79228562e+11 6.79228719e+11]] [G loss: -721823.4375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
682 [D loss: [6.14234934e+11 6.14235119e+11]] [G loss: -635190.625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
683 [D loss: [6.50460263e+11 6.50460372e+11]] [G loss: -750313.25]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
684 [D loss: [6.55502925e+11 6.55503036e+11]] [G loss: -596038.375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
685 [D loss: [6.66633644e+11 6.66633912e+11]] [G loss: -645436.125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
686 [D loss: [6.45245877e+11 6.45245978e+11]] [G loss: -701437.375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
687 [D loss: [6.66322085e+11 6.66322242e+11]] [G loss: -631480.75]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 8ms/step
688 [D loss: [6.21199153e+11 6.21199296e+11]] [G loss: -554300.625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
689 [D loss: [6.30705553e+11 6.30705794e+11]] [G loss: -715118.5]
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
690 [D loss: [6.58687911e+11 6.58688164e+11]] [G loss: -468368.25]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
691 [D loss: [7.37169835e+11 7.37170026e+11]] [G loss: -648388.25]
2/2 [==============================] - 0s 11ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
692 [D loss: [6.49179814e+11 6.49179993e+11]] [G loss: -507084.375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
693 [D loss: [7.13970682e+11 7.13970786e+11]] [G loss: -396573.03125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
694 [D loss: [9.08168756e+11 9.08168922e+11]] [G loss: -214491.578125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
695 [D loss: [8.42235937e+11 8.42236265e+11]] [G loss: -130287.515625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
696 [D loss: [7.01530925e+11 7.01531233e+11]] [G loss: -227302.0]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
697 [D loss: [7.42845691e+11 7.42845875e+11]] [G loss: -116803.984375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
698 [D loss: [7.47607617e+11 7.47607681e+11]] [G loss: -254103.21875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
699 [D loss: [7.36015184e+11 7.36015326e+11]] [G loss: -456565.5625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
700 [D loss: [6.99574154e+11 6.99574335e+11]] [G loss: -33333.0390625]
1/1 [==============================] - 0s 27ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
701 [D loss: [7.04776693e+11 7.04776810e+11]] [G loss: -133182.75]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
702 [D loss: [7.01730117e+11 7.01730406e+11]] [G loss: -151464.546875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
703 [D loss: [7.18574739e+11 7.18574855e+11]] [G loss: -295198.03125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
704 [D loss: [6.81028369e+11 6.81028443e+11]] [G loss: -234879.5625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
705 [D loss: [6.56035478e+11 6.56035422e+11]] [G loss: -353597.5625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
706 [D loss: [6.40859530e+11 6.40859402e+11]] [G loss: -278951.0625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
707 [D loss: [6.58396191e+11 6.58396149e+11]] [G loss: -213465.546875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
708 [D loss: [7.31615718e+11 7.31615807e+11]] [G loss: -299157.53125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
709 [D loss: [6.60095329e+11 6.60095430e+11]] [G loss: -337343.75]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
710 [D loss: [6.84577976e+11 6.84577953e+11]] [G loss: -186890.140625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
711 [D loss: [6.20742626e+11 6.20742605e+11]] [G loss: -470821.0]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
712 [D loss: [6.55528465e+11 6.55528686e+11]] [G loss: -365660.75]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
713 [D loss: [6.81812992e+11 6.81812991e+11]] [G loss: -632613.0]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 5ms/step
714 [D loss: [6.58954815e+11 6.58954960e+11]] [G loss: -537177.8125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
715 [D loss: [7.40488443e+11 7.40488569e+11]] [G loss: -608039.625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
716 [D loss: [7.70824675e+11 7.70824707e+11]] [G loss: -801220.6875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
717 [D loss: [6.96642810e+11 6.96643093e+11]] [G loss: -842057.0]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
718 [D loss: [7.03392857e+11 7.03392859e+11]] [G loss: -638367.75]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
719 [D loss: [6.12747606e+11 6.12747620e+11]] [G loss: -617334.1875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
720 [D loss: [5.81798693e+11 5.81798755e+11]] [G loss: -694034.3125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
721 [D loss: [6.50965567e+11 6.50965485e+11]] [G loss: -781754.25]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
722 [D loss: [5.86080630e+11 5.86080691e+11]] [G loss: -706176.1875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
723 [D loss: [5.98184015e+11 5.98184078e+11]] [G loss: -600342.125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
724 [D loss: [6.29766028e+11 6.29766126e+11]] [G loss: -510164.9375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
725 [D loss: [6.65499644e+11 6.65499705e+11]] [G loss: -415975.875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
726 [D loss: [5.79125234e+11 5.79125302e+11]] [G loss: -281307.1875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
727 [D loss: [6.47661366e+11 6.47661553e+11]] [G loss: -96225.1328125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
728 [D loss: [8.63540068e+11 8.63540097e+11]] [G loss: 29702.7734375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
729 [D loss: [7.02386218e+11 7.02386373e+11]] [G loss: -71805.6640625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
730 [D loss: [6.65865669e+11 6.65865856e+11]] [G loss: -45862.1484375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
731 [D loss: [6.23812409e+11 6.23812610e+11]] [G loss: -116653.875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
732 [D loss: [6.47475563e+11 6.47475765e+11]] [G loss: -160608.03125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
733 [D loss: [6.24685405e+11 6.24685563e+11]] [G loss: -112469.21875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
734 [D loss: [6.53691003e+11 6.53691194e+11]] [G loss: -59140.375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
735 [D loss: [6.38826731e+11 6.38826978e+11]] [G loss: -21331.435546875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
736 [D loss: [6.49809323e+11 6.49809385e+11]] [G loss: 110382.1796875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
737 [D loss: [6.68280512e+11 6.68280563e+11]] [G loss: 37730.8984375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
738 [D loss: [6.37395025e+11 6.37395201e+11]] [G loss: -51625.375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
739 [D loss: [6.49465261e+11 6.49465430e+11]] [G loss: 16053.1015625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
740 [D loss: [7.32716130e+11 7.32716432e+11]] [G loss: -84124.46875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
741 [D loss: [7.06450973e+11 7.06451171e+11]] [G loss: -79287.5625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
742 [D loss: [8.27082300e+11 8.27082353e+11]] [G loss: -89041.5546875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
743 [D loss: [8.70556733e+11 8.70556882e+11]] [G loss: 4922.140625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
744 [D loss: [1.14746732e+12 1.14746743e+12]] [G loss: -41552.8515625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
745 [D loss: [8.65060777e+11 8.65060777e+11]] [G loss: -61551.36328125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
746 [D loss: [9.93242682e+11 9.93242920e+11]] [G loss: -139478.46875]
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
747 [D loss: [1.13533356e+12 1.13533383e+12]] [G loss: -248637.28125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
748 [D loss: [7.44493106e+11 7.44493284e+11]] [G loss: -156378.90625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 8ms/step
749 [D loss: [7.64495771e+11 7.64495811e+11]] [G loss: -282458.46875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
750 [D loss: [7.44354059e+11 7.44354127e+11]] [G loss: -115028.4375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
751 [D loss: [7.77688689e+11 7.77688877e+11]] [G loss: -152560.5]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
752 [D loss: [6.44270658e+11 6.44270777e+11]] [G loss: -78319.9375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
753 [D loss: [6.65709527e+11 6.65709680e+11]] [G loss: -217368.375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
754 [D loss: [9.02423236e+11 9.02423450e+11]] [G loss: -188208.5625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
755 [D loss: [6.91057925e+11 6.91058206e+11]] [G loss: -240116.578125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
756 [D loss: [6.97617375e+11 6.97617533e+11]] [G loss: -102327.96875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
757 [D loss: [6.49903699e+11 6.49903820e+11]] [G loss: -42710.53125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
758 [D loss: [6.39501186e+11 6.39501403e+11]] [G loss: 130902.90625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
759 [D loss: [6.97936466e+11 6.97936692e+11]] [G loss: -30793.15625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
760 [D loss: [6.69148193e+11 6.69148420e+11]] [G loss: 388173.25]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
761 [D loss: [6.85305522e+11 6.85305548e+11]] [G loss: 206697.9375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
762 [D loss: [7.21748945e+11 7.21749339e+11]] [G loss: 259343.46875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
763 [D loss: [7.03374981e+11 7.03375341e+11]] [G loss: 237907.875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
764 [D loss: [7.07566320e+11 7.07566429e+11]] [G loss: 156656.34375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
765 [D loss: [8.83276176e+11 8.83276374e+11]] [G loss: 164086.9375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
766 [D loss: [8.04976933e+11 8.04977175e+11]] [G loss: -1486.4296875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 12ms/step
2/2 [==============================] - 0s 6ms/step
767 [D loss: [9.40025869e+11 9.40026278e+11]] [G loss: -205255.515625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 3ms/step
768 [D loss: [7.12942831e+11 7.12942834e+11]] [G loss: -276252.65625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 6ms/step
769 [D loss: [7.43804601e+11 7.43804678e+11]] [G loss: -215719.25]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
770 [D loss: [7.14003179e+11 7.14003606e+11]] [G loss: -217720.671875]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
771 [D loss: [5.94338892e+11 5.94339043e+11]] [G loss: -114238.0546875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 7ms/step
772 [D loss: [6.85900408e+11 6.85900524e+11]] [G loss: -320214.6875]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
773 [D loss: [6.86580078e+11 6.86580330e+11]] [G loss: -328193.0]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
774 [D loss: [6.27647086e+11 6.27647273e+11]] [G loss: -351107.375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
775 [D loss: [7.11092776e+11 7.11093041e+11]] [G loss: -70000.71875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
776 [D loss: [7.95459623e+11 7.95459878e+11]] [G loss: -15869.98828125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 3ms/step
777 [D loss: [7.38042759e+11 7.38043069e+11]] [G loss: -221474.125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
778 [D loss: [6.66168586e+11 6.66168797e+11]] [G loss: -76685.8046875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
779 [D loss: [6.58108250e+11 6.58108524e+11]] [G loss: -105450.9375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
780 [D loss: [6.73309194e+11 6.73309518e+11]] [G loss: 110334.4296875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
781 [D loss: [6.68985880e+11 6.68986154e+11]] [G loss: -42150.6640625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
782 [D loss: [7.78703692e+11 7.78703945e+11]] [G loss: 103703.359375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
783 [D loss: [1.14887979e+12 1.14888003e+12]] [G loss: -42756.609375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
784 [D loss: [1.83301432e+12 1.83301455e+12]] [G loss: 235793.234375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
785 [D loss: [1.50229333e+12 1.50229367e+12]] [G loss: 94521.5546875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
786 [D loss: [1.31727788e+12 1.31727802e+12]] [G loss: -111320.734375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
787 [D loss: [1.14740703e+12 1.14740737e+12]] [G loss: -218991.84375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
788 [D loss: [1.05488873e+12 1.05488899e+12]] [G loss: -500472.625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
789 [D loss: [1.16221313e+12 1.16221336e+12]] [G loss: -664546.625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
790 [D loss: [7.99294666e+11 7.99294861e+11]] [G loss: -552026.25]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
791 [D loss: [1.25418664e+12 1.25418677e+12]] [G loss: -511289.15625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
792 [D loss: [7.40106795e+11 7.40106908e+11]] [G loss: -375346.40625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
793 [D loss: [1.02680663e+12 1.02680672e+12]] [G loss: -699571.6875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
794 [D loss: [9.05757238e+11 9.05757298e+11]] [G loss: -543671.25]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
795 [D loss: [7.99318429e+11 7.99318592e+11]] [G loss: -458531.5]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
796 [D loss: [8.12039609e+11 8.12039637e+11]] [G loss: -421521.125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
797 [D loss: [1.07903135e+12 1.07903153e+12]] [G loss: -369819.8125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
798 [D loss: [7.65088873e+11 7.65088908e+11]] [G loss: -630132.25]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
799 [D loss: [7.62014115e+11 7.62014212e+11]] [G loss: -439330.3125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
800 [D loss: [6.98010597e+11 6.98010714e+11]] [G loss: -273737.6875]
1/1 [==============================] - 0s 24ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
801 [D loss: [7.15400381e+11 7.15400406e+11]] [G loss: -325120.3125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
802 [D loss: [7.02148639e+11 7.02148769e+11]] [G loss: -246306.8125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
803 [D loss: [6.25715326e+11 6.25715256e+11]] [G loss: -38080.9765625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
804 [D loss: [6.44097456e+11 6.44097508e+11]] [G loss: -122654.15625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
805 [D loss: [6.63286681e+11 6.63286771e+11]] [G loss: 70628.25]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 18ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
806 [D loss: [6.48619742e+11 6.48619899e+11]] [G loss: 162283.078125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
807 [D loss: [6.77947625e+11 6.77947738e+11]] [G loss: 357209.625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
808 [D loss: [6.91225460e+11 6.91225391e+11]] [G loss: 279631.1875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
809 [D loss: [6.43467419e+11 6.43467431e+11]] [G loss: 191283.171875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 4ms/step
810 [D loss: [6.37533646e+11 6.37533694e+11]] [G loss: 93984.2578125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 10ms/step
811 [D loss: [6.43741928e+11 6.43741959e+11]] [G loss: 88645.96875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
812 [D loss: [6.22758453e+11 6.22758486e+11]] [G loss: -116419.6171875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
813 [D loss: [6.26682616e+11 6.26682675e+11]] [G loss: -127342.6640625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
814 [D loss: [6.86642455e+11 6.86642625e+11]] [G loss: -240220.5625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
815 [D loss: [6.21759404e+11 6.21759676e+11]] [G loss: -210690.65625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
816 [D loss: [7.08211514e+11 7.08211722e+11]] [G loss: -180893.875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
817 [D loss: [6.60146279e+11 6.60146389e+11]] [G loss: -234777.078125]
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
818 [D loss: [6.96591751e+11 6.96591925e+11]] [G loss: -307345.125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
819 [D loss: [6.49407418e+11 6.49407476e+11]] [G loss: -322447.8125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
820 [D loss: [6.40827632e+11 6.40827787e+11]] [G loss: -87445.328125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
821 [D loss: [6.9287032e+11 6.9287068e+11]] [G loss: -115529.6640625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
822 [D loss: [7.22725042e+11 7.22725162e+11]] [G loss: -27564.44921875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
823 [D loss: [6.41498843e+11 6.41498947e+11]] [G loss: -14648.74609375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
824 [D loss: [7.24135937e+11 7.24136013e+11]] [G loss: 138941.96875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
825 [D loss: [6.53349807e+11 6.53349895e+11]] [G loss: 92128.7734375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
826 [D loss: [6.41413446e+11 6.41413560e+11]] [G loss: 237488.5]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
827 [D loss: [7.13981766e+11 7.13981979e+11]] [G loss: 222164.625]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
828 [D loss: [6.68598985e+11 6.68599071e+11]] [G loss: 180176.6875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
829 [D loss: [6.63295518e+11 6.63295664e+11]] [G loss: 252444.78125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
830 [D loss: [6.88774091e+11 6.88774140e+11]] [G loss: 323233.6875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
831 [D loss: [6.29585027e+11 6.29585227e+11]] [G loss: 151208.140625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
832 [D loss: [7.34270161e+11 7.34270402e+11]] [G loss: 243193.546875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
833 [D loss: [8.41626997e+11 8.41627185e+11]] [G loss: 170383.890625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
834 [D loss: [1.00316347e+12 1.00316371e+12]] [G loss: 393843.25]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
835 [D loss: [6.86530941e+11 6.86531205e+11]] [G loss: 262436.90625]
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
836 [D loss: [7.53930154e+11 7.53930262e+11]] [G loss: 203927.0]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
837 [D loss: [6.7918145e+11 6.7918149e+11]] [G loss: 38830.12109375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
838 [D loss: [6.81886612e+11 6.81886650e+11]] [G loss: -17846.7734375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
839 [D loss: [6.58292706e+11 6.58292765e+11]] [G loss: 172774.59375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
840 [D loss: [1.24722159e+12 1.24722177e+12]] [G loss: 195955.703125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
841 [D loss: [1.21955776e+12 1.21955796e+12]] [G loss: 105095.65625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
842 [D loss: [8.31999668e+11 8.31999759e+11]] [G loss: -4547.80859375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 7ms/step
843 [D loss: [1.04557767e+12 1.04557786e+12]] [G loss: -139917.0]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
844 [D loss: [8.54759132e+11 8.54759307e+11]] [G loss: -168373.921875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
845 [D loss: [8.19973889e+11 8.19974022e+11]] [G loss: -287152.46875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
846 [D loss: [9.41217211e+11 9.41217369e+11]] [G loss: -151751.34375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
847 [D loss: [8.05657657e+11 8.05657849e+11]] [G loss: -126142.671875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
848 [D loss: [6.87762310e+11 6.87762489e+11]] [G loss: -248537.125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
849 [D loss: [6.68573005e+11 6.68573161e+11]] [G loss: 122116.265625]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
850 [D loss: [1.60709493e+12 1.60709522e+12]] [G loss: 45996.5546875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
851 [D loss: [9.39934647e+11 9.39934877e+11]] [G loss: 1108.6484375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
852 [D loss: [8.03126684e+11 8.03126965e+11]] [G loss: 113707.9921875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
853 [D loss: [7.45594963e+11 7.45595065e+11]] [G loss: -59538.12109375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
854 [D loss: [9.95170566e+11 9.95170743e+11]] [G loss: -77542.0390625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 3ms/step
855 [D loss: [8.38503887e+11 8.38504154e+11]] [G loss: 71241.453125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
856 [D loss: [7.60634537e+11 7.60634825e+11]] [G loss: -83137.078125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
857 [D loss: [7.19681440e+11 7.19681664e+11]] [G loss: 99051.2109375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
858 [D loss: [8.06627063e+11 8.06627239e+11]] [G loss: 40179.8203125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
859 [D loss: [7.82465993e+11 7.82466073e+11]] [G loss: -178645.0625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
860 [D loss: [7.12306467e+11 7.12306621e+11]] [G loss: -242989.59375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
861 [D loss: [7.51587709e+11 7.51587848e+11]] [G loss: -230733.15625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
862 [D loss: [6.44750618e+11 6.44750748e+11]] [G loss: -411063.25]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
863 [D loss: [7.23915201e+11 7.23915466e+11]] [G loss: -313350.0]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
864 [D loss: [6.70194691e+11 6.70194841e+11]] [G loss: -320847.0]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
865 [D loss: [7.41206026e+11 7.41206376e+11]] [G loss: -370377.875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
866 [D loss: [7.17103072e+11 7.17103052e+11]] [G loss: -709346.5]
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
867 [D loss: [7.17207634e+11 7.17207730e+11]] [G loss: -410390.625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
868 [D loss: [8.24657782e+11 8.24657882e+11]] [G loss: -335802.78125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
869 [D loss: [1.28954170e+12 1.28954195e+12]] [G loss: -558117.625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
870 [D loss: [9.04291649e+11 9.04291648e+11]] [G loss: -553807.125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
871 [D loss: [8.65022912e+11 8.65023094e+11]] [G loss: -237669.75]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
872 [D loss: [7.76331750e+11 7.76331869e+11]] [G loss: -353221.75]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
873 [D loss: [8.76245283e+11 8.76245516e+11]] [G loss: -117611.71875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
874 [D loss: [9.13862676e+11 9.13862896e+11]] [G loss: 151121.28125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
875 [D loss: [9.42292610e+11 9.42292846e+11]] [G loss: 171791.59375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
876 [D loss: [7.51790171e+11 7.51790319e+11]] [G loss: 124149.3046875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
877 [D loss: [8.78796167e+11 8.78796353e+11]] [G loss: 181309.71875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
878 [D loss: [6.75347519e+11 6.75347609e+11]] [G loss: 313554.5625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
879 [D loss: [6.59712128e+11 6.59712301e+11]] [G loss: 96959.8515625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
880 [D loss: [6.63130661e+11 6.63130951e+11]] [G loss: 358530.75]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
881 [D loss: [7.19039637e+11 7.19039661e+11]] [G loss: 281261.4375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
882 [D loss: [6.98823804e+11 6.98823850e+11]] [G loss: 118103.296875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
883 [D loss: [6.87152862e+11 6.87153050e+11]] [G loss: 52950.34765625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
884 [D loss: [6.79001675e+11 6.79001822e+11]] [G loss: 41399.6484375]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
885 [D loss: [6.48204203e+11 6.48204392e+11]] [G loss: -20423.9453125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
886 [D loss: [6.70500957e+11 6.70501082e+11]] [G loss: -72089.34375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
887 [D loss: [6.87419365e+11 6.87419564e+11]] [G loss: -92151.0625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
888 [D loss: [7.06510160e+11 7.06510391e+11]] [G loss: -376077.03125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 3ms/step
889 [D loss: [6.98038887e+11 6.98038902e+11]] [G loss: -204452.296875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
890 [D loss: [6.85310692e+11 6.85310643e+11]] [G loss: -359255.34375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
891 [D loss: [7.27123392e+11 7.27123559e+11]] [G loss: -311099.875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
892 [D loss: [6.75479799e+11 6.75479763e+11]] [G loss: -562831.75]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
893 [D loss: [7.35634398e+11 7.35634375e+11]] [G loss: -549246.6875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
894 [D loss: [6.69754425e+11 6.69754429e+11]] [G loss: -575525.25]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
895 [D loss: [6.72383325e+11 6.72383261e+11]] [G loss: -726481.25]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
896 [D loss: [6.64998517e+11 6.64998515e+11]] [G loss: -821135.5625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 9ms/step
2/2 [==============================] - 0s 5ms/step
897 [D loss: [6.75718165e+11 6.75718400e+11]] [G loss: -730686.5]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
898 [D loss: [6.63987472e+11 6.63987480e+11]] [G loss: -812830.625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
899 [D loss: [6.44298059e+11 6.44297875e+11]] [G loss: -812928.125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
900 [D loss: [6.18813386e+11 6.18813528e+11]] [G loss: -554665.6875]
1/1 [==============================] - 0s 22ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 5ms/step
901 [D loss: [6.21298670e+11 6.21298623e+11]] [G loss: -744088.625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
902 [D loss: [6.26796353e+11 6.26796558e+11]] [G loss: -664476.625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
903 [D loss: [6.39095046e+11 6.39095114e+11]] [G loss: -575527.125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
904 [D loss: [6.46841575e+11 6.46841595e+11]] [G loss: -326310.875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
905 [D loss: [7.38941736e+11 7.38941881e+11]] [G loss: -523263.8125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
906 [D loss: [8.67346966e+11 8.67347072e+11]] [G loss: -285017.1875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
907 [D loss: [1.22761416e+12 1.22761424e+12]] [G loss: -128487.5859375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
908 [D loss: [9.64781963e+11 9.64782153e+11]] [G loss: 113120.5625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
909 [D loss: [7.64680715e+11 7.64680926e+11]] [G loss: 394058.0]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
910 [D loss: [1.02401627e+12 1.02401650e+12]] [G loss: 475748.9375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
911 [D loss: [7.72334224e+11 7.72334538e+11]] [G loss: 480978.53125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
912 [D loss: [7.81634555e+11 7.81634730e+11]] [G loss: 465709.28125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
913 [D loss: [7.35439472e+11 7.35439580e+11]] [G loss: 494998.15625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
914 [D loss: [7.47875973e+11 7.47875917e+11]] [G loss: 325962.90625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
915 [D loss: [2.01271044e+12 2.01271050e+12]] [G loss: 717071.625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
916 [D loss: [1.08948606e+12 1.08948623e+12]] [G loss: 460119.4375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
917 [D loss: [1.18505653e+12 1.18505672e+12]] [G loss: 216009.78125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
918 [D loss: [9.07416640e+11 9.07416807e+11]] [G loss: 467600.625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 3ms/step
919 [D loss: [2.20291842e+12 2.20291887e+12]] [G loss: 732633.0]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
920 [D loss: [1.47443231e+12 1.47443237e+12]] [G loss: 289899.5]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
921 [D loss: [7.64554054e+11 7.64553937e+11]] [G loss: -95803.6953125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
922 [D loss: [1.22828522e+12 1.22828528e+12]] [G loss: -41452.89453125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
923 [D loss: [7.10091913e+11 7.10092013e+11]] [G loss: -197177.875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
924 [D loss: [7.86311327e+11 7.86311464e+11]] [G loss: -123993.9921875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
925 [D loss: [7.41724162e+11 7.41724320e+11]] [G loss: -99026.078125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
926 [D loss: [7.25375399e+11 7.25375562e+11]] [G loss: -193251.34375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
927 [D loss: [7.07858297e+11 7.07858605e+11]] [G loss: -276209.40625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
928 [D loss: [8.44155065e+11 8.44155217e+11]] [G loss: -87359.046875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
929 [D loss: [8.67870970e+11 8.67871067e+11]] [G loss: -182564.578125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
930 [D loss: [9.80833375e+11 9.80833594e+11]] [G loss: -223520.109375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
931 [D loss: [8.29315735e+11 8.29315831e+11]] [G loss: -336891.25]
2/2 [==============================] - 0s 15ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
932 [D loss: [6.42813556e+11 6.42813624e+11]] [G loss: -494482.3125]
2/2 [==============================] - 0s 14ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
933 [D loss: [7.44595081e+11 7.44595095e+11]] [G loss: -451302.125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
934 [D loss: [6.48942395e+11 6.48942588e+11]] [G loss: -446845.4375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
935 [D loss: [6.55730707e+11 6.55730701e+11]] [G loss: -394619.375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 3ms/step
936 [D loss: [7.86843737e+11 7.86844014e+11]] [G loss: -334192.0]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
937 [D loss: [1.17653896e+12 1.17653947e+12]] [G loss: -296646.0625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
938 [D loss: [1.02888420e+12 1.02888445e+12]] [G loss: -305804.625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
939 [D loss: [7.03788199e+11 7.03788513e+11]] [G loss: -374716.71875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
940 [D loss: [8.85032573e+11 8.85032692e+11]] [G loss: -236945.0625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
941 [D loss: [6.96189790e+11 6.96189982e+11]] [G loss: -271790.59375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
942 [D loss: [7.54060790e+11 7.54061111e+11]] [G loss: -208340.015625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
943 [D loss: [7.08495220e+11 7.08495286e+11]] [G loss: -143546.9375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
944 [D loss: [7.95486107e+11 7.95486324e+11]] [G loss: -199284.453125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 4ms/step
945 [D loss: [6.86002348e+11 6.86002646e+11]] [G loss: -140018.296875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
946 [D loss: [6.89251274e+11 6.89251602e+11]] [G loss: -210881.71875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
947 [D loss: [6.79894076e+11 6.79894373e+11]] [G loss: 90976.96875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
948 [D loss: [6.85132149e+11 6.85132338e+11]] [G loss: 10771.017578125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
949 [D loss: [6.58556979e+11 6.58557137e+11]] [G loss: -48162.625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
950 [D loss: [8.01656223e+11 8.01656310e+11]] [G loss: 108490.0625]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
951 [D loss: [7.72543790e+11 7.72544023e+11]] [G loss: 77866.3671875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 7ms/step
952 [D loss: [6.71111352e+11 6.71111681e+11]] [G loss: 45807.7109375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
953 [D loss: [6.82363597e+11 6.82363808e+11]] [G loss: -59576.828125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
954 [D loss: [6.49073808e+11 6.49073943e+11]] [G loss: 30217.5234375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
955 [D loss: [6.80229160e+11 6.80229285e+11]] [G loss: -169089.9375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 14ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
956 [D loss: [7.02539752e+11 7.02540197e+11]] [G loss: -224374.421875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
957 [D loss: [6.79861760e+11 6.79861877e+11]] [G loss: -253871.140625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
958 [D loss: [6.91642145e+11 6.91642227e+11]] [G loss: -116140.703125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
959 [D loss: [7.07165561e+11 7.07165799e+11]] [G loss: -184955.171875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
960 [D loss: [6.95753089e+11 6.95753221e+11]] [G loss: 21272.7734375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
961 [D loss: [6.83766930e+11 6.83767029e+11]] [G loss: 47266.6328125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
962 [D loss: [6.73054304e+11 6.73054600e+11]] [G loss: 126302.84375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
963 [D loss: [6.56810694e+11 6.56810839e+11]] [G loss: 157304.5]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
964 [D loss: [6.76021472e+11 6.76021760e+11]] [G loss: 156859.0]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 8ms/step
2/2 [==============================] - 0s 5ms/step
965 [D loss: [6.79873189e+11 6.79873461e+11]] [G loss: 372289.8125]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 6ms/step
966 [D loss: [7.89675891e+11 7.89676022e+11]] [G loss: 182022.6875]
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
967 [D loss: [7.18352869e+11 7.18353059e+11]] [G loss: 18642.0703125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
968 [D loss: [7.18078149e+11 7.18078408e+11]] [G loss: 70356.0390625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
969 [D loss: [8.02359478e+11 8.02359640e+11]] [G loss: 152318.203125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
970 [D loss: [8.95982153e+11 8.95982292e+11]] [G loss: 226577.796875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
971 [D loss: [1.42081117e+12 1.42081144e+12]] [G loss: 114883.40625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
972 [D loss: [7.30778130e+11 7.30778446e+11]] [G loss: -157289.40625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
973 [D loss: [8.28316331e+11 8.28316569e+11]] [G loss: -399815.875]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
974 [D loss: [9.95683626e+11 9.95683783e+11]] [G loss: -310806.1875]
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
975 [D loss: [8.09756506e+11 8.09756712e+11]] [G loss: -307459.53125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 3ms/step
976 [D loss: [9.40937112e+11 9.40937250e+11]] [G loss: -298973.53125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 5ms/step
977 [D loss: [8.78681011e+11 8.78681236e+11]] [G loss: -278019.5625]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
978 [D loss: [7.68431033e+11 7.68431258e+11]] [G loss: -354241.46875]
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
979 [D loss: [1.03494385e+12 1.03494400e+12]] [G loss: -423895.9375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
2/2 [==============================] - 0s 5ms/step
980 [D loss: [7.85924154e+11 7.85924319e+11]] [G loss: -209063.890625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
981 [D loss: [1.48924531e+12 1.48924556e+12]] [G loss: -253363.5625]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
982 [D loss: [1.14972388e+12 1.14972402e+12]] [G loss: -367964.84375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
983 [D loss: [8.30041515e+11 8.30041586e+11]] [G loss: -541417.0]
2/2 [==============================] - 0s 10ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 7ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
984 [D loss: [7.61638277e+11 7.61638198e+11]] [G loss: -458256.53125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 3ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
985 [D loss: [7.31732440e+11 7.31732449e+11]] [G loss: -543134.875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
986 [D loss: [8.09288836e+11 8.09288857e+11]] [G loss: -770062.9375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
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987 [D loss: [7.50103613e+11 7.50103638e+11]] [G loss: -584338.9375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
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988 [D loss: [7.32295739e+11 7.32295824e+11]] [G loss: -565065.3125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
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989 [D loss: [7.16770955e+11 7.16771073e+11]] [G loss: -558687.1875]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 6ms/step
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990 [D loss: [6.79397817e+11 6.79397899e+11]] [G loss: -462987.0]
2/2 [==============================] - 0s 5ms/step
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991 [D loss: [6.76998860e+11 6.76998849e+11]] [G loss: -450641.9375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 6ms/step
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992 [D loss: [7.71221416e+11 7.71221536e+11]] [G loss: -445460.4375]
2/2 [==============================] - 0s 4ms/step
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993 [D loss: [1.06628804e+12 1.06628798e+12]] [G loss: -341849.78125]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
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994 [D loss: [7.74448284e+11 7.74448350e+11]] [G loss: -273167.25]
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2/2 [==============================] - 0s 7ms/step
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995 [D loss: [7.56868697e+11 7.56868909e+11]] [G loss: -366902.125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 4ms/step
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996 [D loss: [7.60092893e+11 7.60093000e+11]] [G loss: -288255.4375]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
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997 [D loss: [8.66808336e+11 8.66808487e+11]] [G loss: -264209.09375]
2/2 [==============================] - 0s 5ms/step
2/2 [==============================] - 0s 4ms/step
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998 [D loss: [7.89230546e+11 7.89230562e+11]] [G loss: -109390.3828125]
2/2 [==============================] - 0s 4ms/step
2/2 [==============================] - 0s 5ms/step
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999 [D loss: [6.72548433e+11 6.72548621e+11]] [G loss: 19918.68359375]
In [40]:
import matplotlib.pyplot as plt
from tensorflow.keras.models import load_model


# Generate images from random noise
def generate_images(generator, latent_dim, num_images=5):
    noise = np.random.normal(0, 1, (num_images, latent_dim))
    generated_images = generator.predict(noise)
    generated_images = generated_images * 255.0  # Rescale images from [0, 1] to [0, 255]
    generated_images = generated_images.astype(np.uint8)
    return generated_images

# Plot generated images
num_generated_images = 5
generated_images = generate_images(generator, latent_dim, num_generated_images)

plt.figure(figsize=(10, 2))
for i in range(num_generated_images):
    plt.subplot(1, num_generated_images, i + 1)
    plt.imshow(generated_images[i])
    plt.axis('off')
plt.tight_layout()
plt.show()
1/1 [==============================] - 0s 28ms/step
No description has been provided for this image
In [64]:
import matplotlib.pyplot as plt
from tensorflow.keras.models import load_model


# Generate images from random noise
def generate_images(generator, latent_dim, num_images=5):
    noise = np.random.normal(0, 1, (num_images, latent_dim))
    generated_images = generator.predict(noise)
    generated_images = generated_images * 255.0  # Rescale images from [0, 1] to [0, 255]
    generated_images = generated_images.astype(np.uint8)
    return generated_images

# Plot generated images
num_generated_images = 5
generated_images = generate_images(generator, latent_dim, num_generated_images)

plt.figure(figsize=(10, 2))
for i in range(num_generated_images):
    plt.subplot(1, num_generated_images, i + 1)
    plt.imshow(generated_images[i])
    plt.axis('off')
plt.tight_layout()
plt.show()
1/1 [==============================] - 0s 32ms/step
No description has been provided for this image
In [90]:
import matplotlib.pyplot as plt
from tensorflow.keras.models import load_model


# Generate images from random noise
def generate_images(generator, latent_dim, num_images=1):
    noise = np.random.normal(0, 1, (num_images, latent_dim))
    generated_images = generator.predict(noise)
    generated_images = generated_images * 255.0  # Rescale images from [0, 1] to [0, 255]
    generated_images = generated_images.astype(np.uint8)
    return generated_images

# Plot generated images
num_generated_images = 1
generated_images = generate_images(generator, latent_dim, num_generated_images)

plt.figure(figsize=(10, 2))
for i in range(num_generated_images):
    plt.subplot(1, num_generated_images, i + 1)
    plt.imshow(generated_images[i])
    plt.axis('off')
plt.tight_layout()
plt.show()
1/1 [==============================] - 0s 28ms/step
No description has been provided for this image
In [1]:
print("HELLO")
HELLO
In [60]:
import matplotlib.pyplot as plt
import matplotlib.image as mpimg

# Define the image paths and titles
images = [
    {'path': 'generated_400_o (1).png', 'title': '400th epoch'},
    {'path': 'generated_3400_o (14).png', 'title': '800th epoch'},
    {'path': 'generated_1000.png', 'title': '1000th epoch'},
    {'path': 'generated_new_400.png', 'title': '3000th epoch'},
    {'path': 'generated_new2_200.png', 'title': '5000th epoch'},
    {'path': 'generated_new2_A800.png', 'title': '9500th epoch'}
]

# Plot images in a grid
num_images = len(images)
rows = 2
cols = num_images // rows + (1 if num_images % rows > 0 else 0)  # Calculate grid size

plt.figure(figsize=(15, 10))  # Adjust figure size as needed

for i, img_data in enumerate(images):
    plt.subplot(rows, cols, i + 1)
    img_path = img_data['path']
    img_title = img_data['title']
    
    img = mpimg.imread(img_path)
    plt.imshow(img)
    plt.title(img_title)
    plt.axis('off')

plt.tight_layout()  # Adjust spacing between subplots
plt.show()
No description has been provided for this image
In [1]:
import os
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
from PIL import Image
from tensorflow.keras.preprocessing.image import load_img, img_to_array

# Load and preprocess the dataset
def load_images(data_path, csv_file, img_size):
    df = pd.read_csv(csv_file)
    images = []
    labels = []
    for index, row in df.iterrows():
        img_path = row['path']
        img = load_img(img_path, target_size=(img_size, img_size))
        img_array = img_to_array(img)
        img_normalized = (img_array - 127.5) / 127.5  # Normalize to [-1, 1]
        images.append(img_normalized)
        labels.append(row['label'])
    return np.array(images), np.array(labels)

# Show sample images from the dataset
def show_sample_images(data_path, csv_file, img_size, num_images=5):
    df = pd.read_csv(csv_file)
    sample_df = df.sample(n=num_images)
    fig, axs = plt.subplots(1, num_images, figsize=(15, 15))
    for i, (_, row) in enumerate(sample_df.iterrows()):
        img_path = os.path.join(data_path, row['path'])
        img = load_img(img_path, target_size=(img_size, img_size))
        axs[i].imshow(img)
        axs[i].set_title(row['label'])
        axs[i].axis('off')
    plt.show()

data_path = 'FaceExpressions'
csv_file = 'data.csv'
img_size = 64

# Show sample images
# show_sample_images(data_path, csv_file, img_size)
X_train, y_train = load_images(data_path, csv_file, img_size)


import tensorflow as tf
from tensorflow.keras.layers import Dense, LeakyReLU, BatchNormalization, Reshape, Flatten, Input, Conv2D, UpSampling2D, Dropout
from tensorflow.keras.models import Model
from tensorflow.keras.optimizers import Adam
import numpy as np
import matplotlib.pyplot as plt

def build_generator(img_shape):
    noise_shape = (100,)
    model = tf.keras.Sequential()
    
    model.add(Dense(256, input_shape=noise_shape))
    model.add(LeakyReLU(alpha=0.2))
    model.add(BatchNormalization(momentum=0.8))
    model.add(Dense(512))
    model.add(LeakyReLU(alpha=0.2))
    model.add(BatchNormalization(momentum=0.8))
    model.add(Dense(1024))
    model.add(LeakyReLU(alpha=0.2))
    model.add(BatchNormalization(momentum=0.8))
    # Extra layer
    model.add(Dense(2048))
    model.add(LeakyReLU(alpha=0.2))
    model.add(BatchNormalization(momentum=0.8))
    
    model.add(Dense(np.prod(img_shape), activation='tanh'))
    model.add(Reshape(img_shape))
    
    noise = Input(shape=noise_shape)
    img = model(noise)
    
    return Model(noise, img)


def build_discriminator(img_shape):
    model = tf.keras.Sequential()
    
    model.add(Flatten(input_shape=img_shape))
    model.add(Dense(512))
    model.add(LeakyReLU(alpha=0.2))
    model.add(Dense(256))
    model.add(LeakyReLU(alpha=0.2))
    # Extra layer
    model.add(Dense(128))
    model.add(LeakyReLU(alpha=0.2))
    model.add(Dense(64))
    model.add(LeakyReLU(alpha=0.2))
    img = Input(shape=img_shape)
    validity = model(img)
    
    return Model(img, validity)

def wasserstein_loss(y_true, y_pred):
    return tf.reduce_mean(y_true * y_pred)

# Gradient penalty loss


# Interpolate between real and generated images
def interpolate_images(real, fake, batch_size):
    alpha = np.random.uniform(size=(batch_size, 1, 1, 1))
    interpolated = real + alpha * (fake - real)
    return interpolated

img_shape = (64, 64, 3)
optimizer = Adam(0.00005, 0.5, 0.9)

# Build and compile the discriminator
discriminator = build_discriminator(img_shape)
discriminator.compile(loss=wasserstein_loss, optimizer=optimizer, metrics=['accuracy'])

# Build the generator
generator = build_generator(img_shape)

# The generator takes noise as input and generates images
z = Input(shape=(100,))
img = generator(z)

# For the combined model, only the generator is trained
discriminator.trainable = False

# The discriminator takes generated images as input and determines validity
valid = discriminator(img)

# The combined model
combined = Model(z, valid)
combined.compile(loss=wasserstein_loss, optimizer=optimizer)

def train(generator, discriminator, combined, epochs, batch_size, sample_interval):
    X_train = load_images(data_path, csv_file, img_size)[0]

    # Adversarial ground truths
    valid = -np.ones((batch_size, 1))
    fake = np.ones((batch_size, 1))
    dummy = np.zeros((batch_size, 1))  # Dummy for gradient penalty

    for epoch in range(epochs):
        for _ in range(5):
            # Train Discriminator
            idx = np.random.randint(0, X_train.shape[0], batch_size)
            imgs = X_train[idx]

            noise = np.random.normal(0, 1, (batch_size, 100))
            gen_imgs = generator.predict(noise)

            interpolated = interpolate_images(imgs, gen_imgs, batch_size)
            d_loss_real = discriminator.train_on_batch(imgs, valid)
            d_loss_fake = discriminator.train_on_batch(gen_imgs, fake)
            d_loss_gp = discriminator.train_on_batch(interpolated, dummy)
            d_loss = 0.5 * np.add(d_loss_real, d_loss_fake) + d_loss_gp

        # Train Generator
        noise = np.random.normal(0, 1, (batch_size, 100))
        g_loss = combined.train_on_batch(noise, valid)

        # Save the progress
        print(f"{epoch} [D loss: {d_loss[0]}] [G loss: {g_loss}]")
        if epoch % sample_interval == 0:
            sample_images(generator, epoch)

def sample_images(generator, epoch, image_grid_rows=4, image_grid_columns=4):
    noise = np.random.normal(0, 1, (image_grid_rows * image_grid_columns, 100))
    gen_imgs = generator.predict(noise)
    gen_imgs = 0.5 * gen_imgs + 0.5  # Rescale to [0, 1]

    fig, axs = plt.subplots(image_grid_rows, image_grid_columns, figsize=(4, 4), sharey=True, sharex=True)
    cnt = 0
    for i in range(image_grid_rows):
        for j in range(image_grid_columns):
            axs[i, j].imshow(gen_imgs[cnt, :, :, :])
            axs[i, j].axis('off')
            cnt += 1
    plt.savefig(f"new_generated_{epoch}.png")
    plt.close()

epochs = 5000
batch_size = 128
sample_interval = 200

train(generator, discriminator, combined, epochs, batch_size, sample_interval)
4/4 [==============================] - 0s 4ms/step
1619 [D loss: 1469.0885009765625] [G loss: 824.6512451171875]
4/4 [==============================] - 0s 3ms/step
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4/4 [==============================] - 0s 4ms/step
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1620 [D loss: -1842.1981811523438] [G loss: -91.3837890625]
4/4 [==============================] - 0s 4ms/step
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1621 [D loss: -1873.2212219238281] [G loss: -451.40802001953125]
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4/4 [==============================] - 0s 6ms/step
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1622 [D loss: -2038.7108764648438] [G loss: -1183.039794921875]
4/4 [==============================] - 0s 6ms/step
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1623 [D loss: -2746.0173950195312] [G loss: -3626.4111328125]
4/4 [==============================] - 0s 6ms/step
4/4 [==============================] - 0s 9ms/step
4/4 [==============================] - 0s 9ms/step
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1624 [D loss: -2266.7129516601562] [G loss: -3575.1328125]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
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1625 [D loss: -2272.5379028320312] [G loss: -5154.9560546875]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
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1626 [D loss: 173.4609375] [G loss: -5313.98388671875]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
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1627 [D loss: -522.6513671875] [G loss: -7216.587890625]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
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1628 [D loss: -1695.35791015625] [G loss: -6432.48486328125]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
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1629 [D loss: 760.888427734375] [G loss: -9131.48046875]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
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1630 [D loss: 1523.29150390625] [G loss: -7149.94775390625]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
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1631 [D loss: -329.70703125] [G loss: -7296.87841796875]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
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1632 [D loss: -1697.7822265625] [G loss: -9318.978515625]
4/4 [==============================] - 0s 3ms/step
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1633 [D loss: -267.70068359375] [G loss: -7507.03369140625]
4/4 [==============================] - 0s 5ms/step
4/4 [==============================] - 0s 3ms/step
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1634 [D loss: -253.5029296875] [G loss: -8595.732421875]
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1635 [D loss: -735.33544921875] [G loss: -7262.57421875]
4/4 [==============================] - 0s 14ms/step
4/4 [==============================] - 0s 3ms/step
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1636 [D loss: -693.494384765625] [G loss: -6201.703125]
4/4 [==============================] - 0s 11ms/step
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1637 [D loss: -1763.06005859375] [G loss: -5447.8779296875]
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1638 [D loss: -1963.20556640625] [G loss: -4455.37890625]
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1639 [D loss: -3174.2423095703125] [G loss: -2818.611328125]
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1640 [D loss: -3142.0732421875] [G loss: -2155.25537109375]
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1641 [D loss: -4470.673522949219] [G loss: -500.72210693359375]
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1642 [D loss: -4189.6959228515625] [G loss: -367.19854736328125]
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1643 [D loss: -3979.9005126953125] [G loss: -419.8561706542969]
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1644 [D loss: -3825.05517578125] [G loss: -574.8310546875]
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1645 [D loss: -3946.5467529296875] [G loss: -792.6873779296875]
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1646 [D loss: -4674.133674621582] [G loss: -174.97714233398438]
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1647 [D loss: -3746.816162109375] [G loss: 207.99627685546875]
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1648 [D loss: -4363.6328125] [G loss: 467.5062255859375]
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1880 [D loss: -8589.508544921875] [G loss: 26941.31640625]
4/4 [==============================] - 0s 6ms/step
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1881 [D loss: -6591.091796875] [G loss: 25894.40234375]
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1882 [D loss: -9384.4189453125] [G loss: 27103.11328125]
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1883 [D loss: -9543.69482421875] [G loss: 25861.7421875]
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1884 [D loss: -5854.1376953125] [G loss: 26436.0]
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1885 [D loss: -9441.50537109375] [G loss: 26563.8515625]
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1886 [D loss: -9615.909912109375] [G loss: 27346.6015625]
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1887 [D loss: -10209.16845703125] [G loss: 24817.224609375]
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1888 [D loss: -9823.384765625] [G loss: 23623.2578125]
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1889 [D loss: -10647.951171875] [G loss: 22236.3125]
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1890 [D loss: -8353.189453125] [G loss: 21828.2890625]
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1891 [D loss: -7421.690673828125] [G loss: 21504.462890625]
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1892 [D loss: -6749.421142578125] [G loss: 22536.8203125]
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1893 [D loss: -9338.54931640625] [G loss: 20059.47265625]
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1894 [D loss: -8607.0771484375] [G loss: 20146.9375]
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1895 [D loss: -7243.142578125] [G loss: 20455.087890625]
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1896 [D loss: -9575.840576171875] [G loss: 18281.7890625]
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1897 [D loss: -6548.10595703125] [G loss: 20571.982421875]
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1898 [D loss: -5661.8515625] [G loss: 19620.92578125]
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1899 [D loss: -7875.771240234375] [G loss: 16187.53125]
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1900 [D loss: -2923.6884765625] [G loss: 17858.22265625]
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1901 [D loss: -4404.125] [G loss: 16474.57421875]
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1902 [D loss: -5786.8612060546875] [G loss: 16911.6015625]
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1903 [D loss: -6068.967529296875] [G loss: 14528.0732421875]
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1904 [D loss: -3921.71435546875] [G loss: 16311.0498046875]
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1905 [D loss: -6241.15185546875] [G loss: 16132.5888671875]
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1906 [D loss: -3651.056396484375] [G loss: 15422.201171875]
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1907 [D loss: -5655.704345703125] [G loss: 14450.7509765625]
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1908 [D loss: -6772.9417724609375] [G loss: 15200.470703125]
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1909 [D loss: -5805.75] [G loss: 14364.705078125]
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1910 [D loss: -6125.99284362793] [G loss: 13097.064453125]
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1911 [D loss: -8197.062591552734] [G loss: 11831.4658203125]
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1912 [D loss: -5971.9874267578125] [G loss: 13552.9140625]
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1913 [D loss: -4617.8414306640625] [G loss: 13271.888671875]
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1914 [D loss: -5726.548583984375] [G loss: 12932.1171875]
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1915 [D loss: -7217.418518066406] [G loss: 12053.515625]
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1916 [D loss: -7857.413146972656] [G loss: 14778.609375]
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1917 [D loss: -5513.206954956055] [G loss: 15712.375]
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1918 [D loss: -8492.296752929688] [G loss: 14655.1982421875]
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1919 [D loss: -8284.2958984375] [G loss: 16364.49609375]
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1920 [D loss: -4336.773376464844] [G loss: 13899.169921875]
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1921 [D loss: -6843.351425170898] [G loss: 13595.947265625]
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1922 [D loss: -6220.813171386719] [G loss: 12248.185546875]
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1924 [D loss: -11964.421875] [G loss: 14446.7353515625]
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1926 [D loss: -8158.724853515625] [G loss: 15278.51953125]
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1928 [D loss: -5937.0164794921875] [G loss: 15836.4462890625]
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1930 [D loss: -8295.5576171875] [G loss: 16715.72265625]
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1931 [D loss: -10251.987426757812] [G loss: 14514.669921875]
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1932 [D loss: -6717.678466796875] [G loss: 12128.60546875]
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1933 [D loss: -5702.8004150390625] [G loss: 15421.0986328125]
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1934 [D loss: -3481.1471252441406] [G loss: 10856.388671875]
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1935 [D loss: -5558.873046875] [G loss: 12413.447265625]
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1936 [D loss: -7080.400390625] [G loss: 11303.099609375]
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1937 [D loss: -3695.9463806152344] [G loss: 10547.314453125]
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1938 [D loss: -5248.748474121094] [G loss: 7148.98828125]
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1939 [D loss: -5056.341552734375] [G loss: 8532.822265625]
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1940 [D loss: -5505.397216796875] [G loss: 6461.6572265625]
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1942 [D loss: -1416.759765625] [G loss: 5495.77001953125]
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1958 [D loss: 1920.541748046875] [G loss: -6056.96337890625]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 5ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
1959 [D loss: 4354.2633056640625] [G loss: -3680.005859375]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
1960 [D loss: 1614.0675048828125] [G loss: -5771.4091796875]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
1961 [D loss: -323.706298828125] [G loss: -5957.828125]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
1962 [D loss: 2865.0289916992188] [G loss: -3980.951171875]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
1963 [D loss: 2477.3709716796875] [G loss: -2887.60498046875]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
1964 [D loss: 1255.0738067626953] [G loss: -740.170166015625]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
1965 [D loss: -442.54443359375] [G loss: -2469.64208984375]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
1966 [D loss: -1509.4564514160156] [G loss: -1577.14599609375]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
1967 [D loss: -1535.1741943359375] [G loss: 47.0108642578125]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
1968 [D loss: -289.39825439453125] [G loss: 625.527099609375]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
1969 [D loss: -1419.5846557617188] [G loss: 4191.2548828125]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
1970 [D loss: -1539.6000366210938] [G loss: 2285.068115234375]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
1971 [D loss: 1084.2882080078125] [G loss: 2899.43994140625]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
1972 [D loss: -2688.69091796875] [G loss: 4133.85400390625]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
1973 [D loss: -2908.41796875] [G loss: 7395.6201171875]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
1974 [D loss: -2762.3643798828125] [G loss: 7439.00830078125]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
1975 [D loss: -3039.556854248047] [G loss: 7209.197265625]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
1976 [D loss: -4212.167022705078] [G loss: 7249.5224609375]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
1977 [D loss: -4927.602386474609] [G loss: 9622.677734375]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
1978 [D loss: -6078.4326171875] [G loss: 7847.61328125]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
1979 [D loss: -5021.2886962890625] [G loss: 11185.1875]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
1980 [D loss: -7428.7772216796875] [G loss: 11149.0078125]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
1981 [D loss: -7220.2786865234375] [G loss: 14810.412109375]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
1982 [D loss: -6057.122253417969] [G loss: 12062.185546875]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
1983 [D loss: -5049.685119628906] [G loss: 13441.0361328125]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
1984 [D loss: -2349.9596557617188] [G loss: 13317.765625]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
1985 [D loss: -6428.161773681641] [G loss: 13628.6044921875]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
1986 [D loss: -6333.4139404296875] [G loss: 15917.44140625]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
1987 [D loss: -5228.6614990234375] [G loss: 13446.9208984375]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
1988 [D loss: -2789.2064208984375] [G loss: 13848.07421875]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
1989 [D loss: -4501.411193847656] [G loss: 14559.478515625]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
1990 [D loss: -8944.152221679688] [G loss: 15971.318359375]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
1991 [D loss: -6473.315414428711] [G loss: 15618.9033203125]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
1992 [D loss: -5289.6865234375] [G loss: 15404.611328125]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
1993 [D loss: -9103.2431640625] [G loss: 15731.021484375]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
1994 [D loss: -7079.854339599609] [G loss: 16548.564453125]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 6ms/step
4/4 [==============================] - 0s 4ms/step
1995 [D loss: -7193.8514404296875] [G loss: 15269.119140625]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
1996 [D loss: -7434.76513671875] [G loss: 15470.56640625]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
1997 [D loss: -7181.611877441406] [G loss: 18173.4765625]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
1998 [D loss: -8530.757263183594] [G loss: 18610.712890625]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
1999 [D loss: -9600.953857421875] [G loss: 15250.81640625]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
2000 [D loss: -9141.936950683594] [G loss: 18340.572265625]
1/1 [==============================] - 0s 30ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
2001 [D loss: -5632.3447265625] [G loss: 14571.296875]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
2002 [D loss: -8394.094787597656] [G loss: 14673.771484375]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
2003 [D loss: -7280.404983520508] [G loss: 13195.818359375]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
2004 [D loss: -3413.459228515625] [G loss: 14315.841796875]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 5ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
2005 [D loss: -8171.740783691406] [G loss: 16090.375]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
2006 [D loss: -4048.52197265625] [G loss: 12305.17578125]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
2007 [D loss: -6009.0098876953125] [G loss: 13000.1142578125]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 6ms/step
2008 [D loss: -2851.158935546875] [G loss: 14421.318359375]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 5ms/step
4/4 [==============================] - 0s 5ms/step
4/4 [==============================] - 0s 4ms/step
2009 [D loss: -2203.60400390625] [G loss: 12102.6533203125]
4/4 [==============================] - 0s 5ms/step
4/4 [==============================] - 0s 5ms/step
4/4 [==============================] - 0s 5ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 5ms/step
2010 [D loss: -2358.114501953125] [G loss: 11741.921875]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
2011 [D loss: -4599.676513671875] [G loss: 9402.21875]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
2012 [D loss: -3513.6994018554688] [G loss: 11229.677734375]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
2013 [D loss: -4745.1680908203125] [G loss: 11428.50390625]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
2014 [D loss: -668.078125] [G loss: 13024.81640625]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
2015 [D loss: -294.0213623046875] [G loss: 12973.0234375]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
2016 [D loss: -3070.7890625] [G loss: 12731.9365234375]
4/4 [==============================] - 0s 5ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 12ms/step
4/4 [==============================] - 0s 5ms/step
4/4 [==============================] - 0s 4ms/step
2017 [D loss: -1706.578369140625] [G loss: 12012.44140625]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
2018 [D loss: -3699.30810546875] [G loss: 11342.0390625]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
2019 [D loss: -357.401123046875] [G loss: 12678.892578125]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 5ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
2020 [D loss: -2133.6640625] [G loss: 11459.984375]
4/4 [==============================] - 0s 5ms/step
4/4 [==============================] - 0s 5ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
2021 [D loss: -2042.58935546875] [G loss: 10225.328125]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
2022 [D loss: 228.018310546875] [G loss: 12525.236328125]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
2023 [D loss: -977.568359375] [G loss: 11153.0126953125]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
2024 [D loss: -2682.16259765625] [G loss: 12523.896484375]
4/4 [==============================] - 0s 5ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 5ms/step
2025 [D loss: -6550.81689453125] [G loss: 13106.669921875]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 5ms/step
4/4 [==============================] - 0s 3ms/step
2026 [D loss: -2110.185546875] [G loss: 13437.6572265625]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 5ms/step
2027 [D loss: -5870.404296875] [G loss: 15295.13671875]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 5ms/step
4/4 [==============================] - 0s 4ms/step
2028 [D loss: -4999.6142578125] [G loss: 15774.3525390625]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
2029 [D loss: -1896.158203125] [G loss: 15333.142578125]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
2030 [D loss: -2806.884521484375] [G loss: 13722.1953125]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 5ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 6ms/step
2031 [D loss: -2689.237060546875] [G loss: 15024.2431640625]
4/4 [==============================] - 0s 6ms/step
4/4 [==============================] - 0s 6ms/step
4/4 [==============================] - 0s 13ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
2032 [D loss: -2908.70751953125] [G loss: 16491.107421875]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
2033 [D loss: -5660.672119140625] [G loss: 16105.0859375]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
2034 [D loss: -1555.9072265625] [G loss: 17544.94921875]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
2035 [D loss: -3402.78369140625] [G loss: 17543.296875]
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 3ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 3ms/step
2036 [D loss: -675.31201171875] [G loss: 14460.884765625]
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
4/4 [==============================] - 0s 4ms/step
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2037 [D loss: -3725.5078125] [G loss: 17449.93359375]
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2038 [D loss: -7088.8515625] [G loss: 16958.142578125]
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2039 [D loss: -4988.1171875] [G loss: 17570.40625]
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2040 [D loss: -3979.620361328125] [G loss: 13576.0791015625]
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2041 [D loss: -6126.865234375] [G loss: 18395.734375]
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2042 [D loss: -5252.777587890625] [G loss: 16791.484375]
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2043 [D loss: -4534.03125] [G loss: 17264.80078125]
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2044 [D loss: -1771.7373046875] [G loss: 19813.267578125]
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2045 [D loss: -2294.083984375] [G loss: 21109.78125]
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2046 [D loss: -4313.00048828125] [G loss: 17886.40234375]
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2047 [D loss: -9195.3994140625] [G loss: 16561.431640625]
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2048 [D loss: -2610.3828125] [G loss: 18027.703125]
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2049 [D loss: 531.65234375] [G loss: 17469.80078125]
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2050 [D loss: -5094.79931640625] [G loss: 22783.19921875]
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2051 [D loss: -5590.333984375] [G loss: 17763.646484375]
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2052 [D loss: -5141.707763671875] [G loss: 19948.9765625]
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2053 [D loss: -5575.4892578125] [G loss: 19604.541015625]
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2054 [D loss: -6782.835205078125] [G loss: 20549.94921875]
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2055 [D loss: -6061.6640625] [G loss: 21849.625]
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2056 [D loss: -8661.866455078125] [G loss: 24352.01171875]
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2057 [D loss: -7361.616943359375] [G loss: 23869.041015625]
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2058 [D loss: -4333.45751953125] [G loss: 22533.80078125]
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2059 [D loss: -6483.8798828125] [G loss: 20505.84765625]
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2060 [D loss: -6946.9697265625] [G loss: 19986.3046875]
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2061 [D loss: -8883.577880859375] [G loss: 21696.275390625]
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2062 [D loss: -522.32373046875] [G loss: 21401.890625]
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2063 [D loss: -7422.0087890625] [G loss: 24191.7421875]
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2064 [D loss: -6235.56689453125] [G loss: 20670.73828125]
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2065 [D loss: -7875.032470703125] [G loss: 25102.23046875]
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2066 [D loss: -4987.7763671875] [G loss: 25721.4375]
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2067 [D loss: -4346.51611328125] [G loss: 22042.63671875]
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2068 [D loss: -7422.15283203125] [G loss: 23842.1953125]
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2069 [D loss: -5379.59375] [G loss: 22643.634765625]
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2070 [D loss: -5610.850341796875] [G loss: 22912.009765625]
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2071 [D loss: -3522.04345703125] [G loss: 21885.09375]
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2072 [D loss: -9629.427490234375] [G loss: 20726.90234375]
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2073 [D loss: -10995.578125] [G loss: 23603.369140625]
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2074 [D loss: -5538.477783203125] [G loss: 23709.552734375]
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2075 [D loss: -9398.6513671875] [G loss: 22549.91796875]
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2076 [D loss: -5250.9268798828125] [G loss: 17596.279296875]
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2077 [D loss: -1740.447509765625] [G loss: 22771.640625]
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2078 [D loss: -5408.15234375] [G loss: 20141.7265625]
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2080 [D loss: -3746.6806640625] [G loss: 18660.341796875]
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2082 [D loss: -10569.792358398438] [G loss: 16840.830078125]
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2083 [D loss: -12280.6806640625] [G loss: 16613.8046875]
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2084 [D loss: -8614.290466308594] [G loss: 14810.689453125]
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2086 [D loss: -11375.575317382812] [G loss: 14706.0283203125]
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2087 [D loss: -4211.0343017578125] [G loss: 12837.3720703125]
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2090 [D loss: -2347.65087890625] [G loss: 10006.34375]
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2092 [D loss: -5112.0904541015625] [G loss: 11992.478515625]
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2093 [D loss: -9746.377075195312] [G loss: 7275.103515625]
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2094 [D loss: 4974.978210449219] [G loss: 4879.06298828125]
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2096 [D loss: -2815.4945068359375] [G loss: 8069.044921875]
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2097 [D loss: -6603.241455078125] [G loss: 7215.2001953125]
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2099 [D loss: -1607.5391845703125] [G loss: 9530.830078125]
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2101 [D loss: -5563.92919921875] [G loss: 6376.66845703125]
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2102 [D loss: -13472.39599609375] [G loss: 8775.4951171875]
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2103 [D loss: -4867.51611328125] [G loss: 6198.09375]
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2105 [D loss: -514.94140625] [G loss: 12767.3828125]
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2106 [D loss: -4161.390228271484] [G loss: 7678.4189453125]
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2107 [D loss: -8240.098388671875] [G loss: 10476.1962890625]
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2108 [D loss: -7337.924072265625] [G loss: 11744.7314453125]
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2109 [D loss: -10622.536193847656] [G loss: 12588.84765625]
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2111 [D loss: -6719.69873046875] [G loss: 13367.7919921875]
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2113 [D loss: -4882.8648681640625] [G loss: 14396.0263671875]
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2114 [D loss: -7062.1033935546875] [G loss: 15302.876953125]
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2115 [D loss: -12250.2353515625] [G loss: 15084.8125]
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2116 [D loss: -5424.740020751953] [G loss: 12129.814453125]
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2117 [D loss: -6778.4462890625] [G loss: 13931.380859375]
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2118 [D loss: -11825.5009765625] [G loss: 14026.201171875]
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2119 [D loss: -4473.14453125] [G loss: 15230.2568359375]
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2120 [D loss: -8188.577392578125] [G loss: 10371.1630859375]
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2121 [D loss: -7428.6749267578125] [G loss: 15990.4873046875]
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2122 [D loss: -5006.938262939453] [G loss: 14288.8408203125]
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2123 [D loss: -5634.4801025390625] [G loss: 15781.943359375]
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2124 [D loss: -7927.87158203125] [G loss: 13632.7216796875]
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2125 [D loss: -7679.562255859375] [G loss: 12880.974609375]
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2126 [D loss: -9811.414306640625] [G loss: 16455.103515625]
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2127 [D loss: -6855.64794921875] [G loss: 20443.439453125]
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2128 [D loss: -5213.679138183594] [G loss: 15768.6630859375]
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2129 [D loss: -12649.837158203125] [G loss: 16353.802734375]
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2130 [D loss: -6100.794982910156] [G loss: 18893.421875]
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2131 [D loss: -4228.044616699219] [G loss: 14969.20703125]
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2132 [D loss: -9307.328796386719] [G loss: 21141.744140625]
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2133 [D loss: -7249.2430419921875] [G loss: 15854.49609375]
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2134 [D loss: -4400.04833984375] [G loss: 18196.21875]
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2135 [D loss: -5535.07568359375] [G loss: 18057.412109375]
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2136 [D loss: -10498.82568359375] [G loss: 19277.015625]
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2137 [D loss: -9833.8173828125] [G loss: 20066.533203125]
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2138 [D loss: -8755.48193359375] [G loss: 21232.19140625]
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2139 [D loss: -7548.704833984375] [G loss: 22763.3125]
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2140 [D loss: -9600.5498046875] [G loss: 17181.576171875]
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2141 [D loss: -12858.948547363281] [G loss: 19005.5234375]
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2142 [D loss: -3632.627197265625] [G loss: 19206.40234375]
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2143 [D loss: -6233.779296875] [G loss: 20436.8984375]
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2144 [D loss: -7625.07861328125] [G loss: 27097.515625]
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2145 [D loss: -1976.149658203125] [G loss: 23242.94921875]
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2146 [D loss: -10732.19384765625] [G loss: 24771.513671875]
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2147 [D loss: -9044.12255859375] [G loss: 23994.458984375]
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2150 [D loss: -12306.113525390625] [G loss: 30462.458984375]
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2153 [D loss: -8876.2685546875] [G loss: 26778.298828125]
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2154 [D loss: -9372.7216796875] [G loss: 24633.681640625]
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2168 [D loss: -4232.603515625] [G loss: 30549.55859375]
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2169 [D loss: -5806.68310546875] [G loss: 28054.86328125]
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2170 [D loss: -4804.83349609375] [G loss: 26483.23046875]
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2174 [D loss: -1466.85400390625] [G loss: 27649.140625]
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2175 [D loss: -13048.1669921875] [G loss: 25800.009765625]
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2178 [D loss: -12073.982421875] [G loss: 27691.45703125]
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2179 [D loss: -9066.1494140625] [G loss: 22503.28125]
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2180 [D loss: -10914.94970703125] [G loss: 27409.0703125]
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2181 [D loss: -6266.89892578125] [G loss: 24019.41015625]
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2183 [D loss: 973.65869140625] [G loss: 21524.53125]
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2185 [D loss: -8695.314453125] [G loss: 21103.41796875]
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2186 [D loss: -7980.642578125] [G loss: 20350.31640625]
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2188 [D loss: -7781.1689453125] [G loss: 19957.71875]
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2189 [D loss: -959.9404296875] [G loss: 18208.310546875]
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2191 [D loss: -934.986328125] [G loss: 19346.09765625]
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2193 [D loss: -6458.095703125] [G loss: 15422.3505859375]
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2194 [D loss: -8822.923828125] [G loss: 27072.25390625]
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2195 [D loss: -8031.63525390625] [G loss: 21214.984375]
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2196 [D loss: -4063.55419921875] [G loss: 19913.140625]
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2197 [D loss: -5195.490234375] [G loss: 23131.12890625]
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2198 [D loss: -8449.79638671875] [G loss: 23764.0625]
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2199 [D loss: -6755.19921875] [G loss: 22349.658203125]
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2200 [D loss: -12197.628662109375] [G loss: 24111.54296875]
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2201 [D loss: -12403.68212890625] [G loss: 25372.375]
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2202 [D loss: -6140.84228515625] [G loss: 23739.8671875]
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2203 [D loss: -4240.833984375] [G loss: 24163.037109375]
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2204 [D loss: -9731.5888671875] [G loss: 24247.443359375]
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2205 [D loss: -13042.50537109375] [G loss: 23861.951171875]
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2206 [D loss: -9609.00390625] [G loss: 24346.94140625]
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2207 [D loss: -10156.178955078125] [G loss: 22708.25]
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2208 [D loss: -7676.71484375] [G loss: 21145.173828125]
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2209 [D loss: -5599.14599609375] [G loss: 22929.490234375]
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2210 [D loss: -6252.78515625] [G loss: 25389.5546875]
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2211 [D loss: -6734.65380859375] [G loss: 25602.15625]
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2212 [D loss: -9541.40771484375] [G loss: 24754.16015625]
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2213 [D loss: -5318.4775390625] [G loss: 24353.1171875]
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2214 [D loss: -8278.447998046875] [G loss: 21772.28125]
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2215 [D loss: -4842.59814453125] [G loss: 18973.77734375]
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2216 [D loss: -2270.3916015625] [G loss: 19034.73046875]
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2217 [D loss: -4078.754150390625] [G loss: 20435.037109375]
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2218 [D loss: -2056.44580078125] [G loss: 22803.59765625]
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2219 [D loss: -4710.7685546875] [G loss: 15932.126953125]
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2220 [D loss: -2231.9912109375] [G loss: 14455.435546875]
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2221 [D loss: -5325.6181640625] [G loss: 15412.673828125]
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2222 [D loss: -1507.56591796875] [G loss: 14553.568359375]
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2223 [D loss: -2994.4609375] [G loss: 16623.73046875]
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2224 [D loss: -5982.28564453125] [G loss: 15781.244140625]
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2226 [D loss: -1895.09619140625] [G loss: 11367.7236328125]
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2227 [D loss: 1444.962890625] [G loss: 10158.36328125]
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2230 [D loss: -440.034912109375] [G loss: 11703.357421875]
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2231 [D loss: 1491.6351318359375] [G loss: 8669.943359375]
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2232 [D loss: 1621.878173828125] [G loss: 9773.998046875]
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2233 [D loss: 1576.896240234375] [G loss: 9675.498046875]
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2234 [D loss: -5168.349609375] [G loss: 8022.31689453125]
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2237 [D loss: -1997.38916015625] [G loss: 10842.8447265625]
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2239 [D loss: -793.58154296875] [G loss: 12035.7890625]
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2240 [D loss: -3316.3955078125] [G loss: 8906.6435546875]
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2241 [D loss: -1509.34228515625] [G loss: 11943.267578125]
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2250 [D loss: -1000.283203125] [G loss: 18454.1640625]
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2255 [D loss: -5574.439453125] [G loss: 25674.337890625]
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2256 [D loss: 1382.4482421875] [G loss: 17492.32421875]
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2269 [D loss: -4270.8486328125] [G loss: 17923.056640625]
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2272 [D loss: -7837.36083984375] [G loss: 22344.01953125]
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2273 [D loss: -7434.12548828125] [G loss: 19971.140625]
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2274 [D loss: -9970.31298828125] [G loss: 17445.3515625]
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2277 [D loss: -5834.73828125] [G loss: 17550.357421875]
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2278 [D loss: -9813.627197265625] [G loss: 21726.53515625]
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2280 [D loss: -6472.9029541015625] [G loss: 15575.0458984375]
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2281 [D loss: -5498.010986328125] [G loss: 16663.181640625]
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2282 [D loss: -6837.35107421875] [G loss: 19141.09765625]
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2283 [D loss: -6849.41015625] [G loss: 16951.2421875]
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2284 [D loss: -862.923828125] [G loss: 15583.07421875]
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2286 [D loss: 397.91259765625] [G loss: 16251.7783203125]
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2291 [D loss: -3906.25244140625] [G loss: 17920.701171875]
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2293 [D loss: -1411.4957275390625] [G loss: 16227.279296875]
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2296 [D loss: -10472.678466796875] [G loss: 19204.423828125]
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2297 [D loss: -10038.45654296875] [G loss: 20939.666015625]
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2298 [D loss: -7745.20947265625] [G loss: 24851.046875]
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2300 [D loss: -9221.1337890625] [G loss: 26307.6796875]
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2351 [D loss: -2376.11181640625] [G loss: 24787.525390625]
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2352 [D loss: -1761.6015625] [G loss: 24426.296875]
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2429 [D loss: -6205.6591796875] [G loss: 14417.1015625]
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2430 [D loss: -3516.173583984375] [G loss: 15854.505859375]
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2431 [D loss: -9242.502685546875] [G loss: 13855.31640625]
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2432 [D loss: -4759.328369140625] [G loss: 16197.607421875]
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2433 [D loss: -2392.21142578125] [G loss: 15580.6083984375]
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2434 [D loss: -4085.27490234375] [G loss: 16395.86328125]
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2435 [D loss: -4289.568359375] [G loss: 16174.880859375]
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2436 [D loss: -3359.06884765625] [G loss: 14473.037109375]
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2437 [D loss: -5786.7138671875] [G loss: 13338.0703125]
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2438 [D loss: -6532.86572265625] [G loss: 15362.95703125]
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2439 [D loss: -4582.391845703125] [G loss: 20170.32421875]
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2440 [D loss: -8274.36376953125] [G loss: 19213.6875]
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2441 [D loss: -4154.48095703125] [G loss: 19350.177734375]
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2442 [D loss: -5174.413818359375] [G loss: 20200.7265625]
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2443 [D loss: -7236.2958984375] [G loss: 21341.1953125]
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2444 [D loss: -5266.99755859375] [G loss: 25364.537109375]
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2445 [D loss: -6968.2939453125] [G loss: 24332.49609375]
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2446 [D loss: -11935.3125] [G loss: 25140.068359375]
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2447 [D loss: -9712.134033203125] [G loss: 26100.68359375]
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2448 [D loss: -7489.1865234375] [G loss: 27982.3203125]
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2449 [D loss: -11285.158203125] [G loss: 30406.578125]
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2450 [D loss: -12121.08251953125] [G loss: 30757.306640625]
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2451 [D loss: -6198.28662109375] [G loss: 29796.4765625]
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2452 [D loss: -6902.5556640625] [G loss: 28949.34375]
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2453 [D loss: -6969.8232421875] [G loss: 32593.8125]
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2454 [D loss: -9441.82421875] [G loss: 33820.875]
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2455 [D loss: -8793.17578125] [G loss: 32411.201171875]
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2456 [D loss: -11731.51220703125] [G loss: 35395.01171875]
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2457 [D loss: -12324.3955078125] [G loss: 33265.0546875]
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2458 [D loss: -10933.7734375] [G loss: 35348.3359375]
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2459 [D loss: -6850.83056640625] [G loss: 31134.298828125]
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2460 [D loss: -12772.8603515625] [G loss: 35500.0625]
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2461 [D loss: -9477.162841796875] [G loss: 31406.34375]
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2462 [D loss: -11635.08740234375] [G loss: 31573.58203125]
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2463 [D loss: -7990.3349609375] [G loss: 30555.0703125]
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2464 [D loss: -9109.359375] [G loss: 29848.5]
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2465 [D loss: -12077.0166015625] [G loss: 33189.78125]
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2466 [D loss: -9321.015625] [G loss: 30895.9296875]
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2467 [D loss: -8469.6376953125] [G loss: 32429.150390625]
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2469 [D loss: -14029.462158203125] [G loss: 28639.947265625]
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2472 [D loss: -10483.13671875] [G loss: 27975.5703125]
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2473 [D loss: -1372.11181640625] [G loss: 31078.48046875]
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2474 [D loss: -4272.939453125] [G loss: 29537.169921875]
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2480 [D loss: -2527.560546875] [G loss: 20005.09765625]
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2482 [D loss: -7445.140625] [G loss: 20956.431640625]
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2483 [D loss: -1342.9716796875] [G loss: 20065.47265625]
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2490 [D loss: -3178.35205078125] [G loss: 12975.60546875]
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2502 [D loss: -3190.7587890625] [G loss: 12695.0390625]
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2503 [D loss: -3335.9560546875] [G loss: 13366.962890625]
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2504 [D loss: -588.953857421875] [G loss: 11581.833984375]
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2506 [D loss: -4724.642578125] [G loss: 18361.544921875]
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2508 [D loss: -6042.78515625] [G loss: 17714.037109375]
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2509 [D loss: -3080.43408203125] [G loss: 20663.7421875]
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2510 [D loss: -3331.38232421875] [G loss: 16265.884765625]
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2511 [D loss: -2212.541015625] [G loss: 20768.5234375]
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2512 [D loss: -7836.041015625] [G loss: 23940.25390625]
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2513 [D loss: -5216.627685546875] [G loss: 20182.37890625]
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2514 [D loss: -8897.411865234375] [G loss: 21818.23046875]
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2515 [D loss: -2215.5654296875] [G loss: 19752.625]
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2516 [D loss: -4554.4453125] [G loss: 19630.8984375]
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2517 [D loss: -2003.8818359375] [G loss: 19445.619140625]
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2518 [D loss: -3478.5693359375] [G loss: 20820.671875]
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2519 [D loss: -2758.5361328125] [G loss: 18032.197265625]
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2520 [D loss: -1372.97265625] [G loss: 17554.08984375]
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2521 [D loss: -2599.51220703125] [G loss: 17251.078125]
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2522 [D loss: -2620.77294921875] [G loss: 13808.51171875]
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2524 [D loss: -1150.69384765625] [G loss: 16871.5]
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2526 [D loss: -3051.05908203125] [G loss: 16002.5908203125]
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2529 [D loss: -3768.197265625] [G loss: 11409.8037109375]
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2530 [D loss: -5063.4580078125] [G loss: 14064.216796875]
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2531 [D loss: -2897.339111328125] [G loss: 12786.037109375]
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2532 [D loss: -4998.126953125] [G loss: 10316.16015625]
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2533 [D loss: -4349.958984375] [G loss: 12835.3818359375]
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2534 [D loss: -1123.5087890625] [G loss: 11946.29296875]
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2536 [D loss: -5198.21533203125] [G loss: 16838.6640625]
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2537 [D loss: -5446.338134765625] [G loss: 15464.59765625]
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2540 [D loss: -10615.730712890625] [G loss: 20262.25390625]
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2541 [D loss: -6469.134765625] [G loss: 20501.20703125]
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2542 [D loss: -12062.685546875] [G loss: 18909.001953125]
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2564 [D loss: -18151.293212890625] [G loss: 26938.015625]
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2585 [D loss: -2701.2392578125] [G loss: 21957.576171875]
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2586 [D loss: -7771.646484375] [G loss: 19594.0078125]
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2587 [D loss: -7753.23974609375] [G loss: 26921.81640625]
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2588 [D loss: -9861.6240234375] [G loss: 25200.455078125]
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2589 [D loss: -8963.8798828125] [G loss: 28887.525390625]
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2590 [D loss: -8770.12158203125] [G loss: 31277.150390625]
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2591 [D loss: -4454.61328125] [G loss: 32389.6875]
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2592 [D loss: -4562.54150390625] [G loss: 36683.484375]
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2593 [D loss: -11088.7578125] [G loss: 33399.3359375]
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2594 [D loss: -8728.611328125] [G loss: 37201.23046875]
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2596 [D loss: -17929.2900390625] [G loss: 39886.81640625]
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2597 [D loss: -18253.7822265625] [G loss: 41044.31640625]
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2598 [D loss: -12841.650390625] [G loss: 43891.78125]
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2601 [D loss: -11826.0] [G loss: 41974.0078125]
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2602 [D loss: -12315.7177734375] [G loss: 43116.94140625]
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2603 [D loss: -4485.6904296875] [G loss: 40021.828125]
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2604 [D loss: -15090.62841796875] [G loss: 38764.4453125]
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2605 [D loss: -3603.912109375] [G loss: 42053.5]
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2606 [D loss: -11459.5732421875] [G loss: 43058.59375]
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2607 [D loss: -8313.8193359375] [G loss: 37817.0625]
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2608 [D loss: -14903.5888671875] [G loss: 39056.171875]
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2609 [D loss: -12830.09619140625] [G loss: 37566.796875]
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2610 [D loss: -6572.34765625] [G loss: 39321.4140625]
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2611 [D loss: -12441.1796875] [G loss: 35578.24609375]
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2612 [D loss: -8505.57421875] [G loss: 43666.515625]
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2613 [D loss: -12384.3125] [G loss: 39627.421875]
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2614 [D loss: -14038.5908203125] [G loss: 33457.37109375]
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2615 [D loss: -10553.677734375] [G loss: 39786.17578125]
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2616 [D loss: -8772.39501953125] [G loss: 34859.6328125]
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2617 [D loss: -6313.001953125] [G loss: 30691.70703125]
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2618 [D loss: -13551.7900390625] [G loss: 34321.765625]
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2619 [D loss: -5903.0810546875] [G loss: 34334.484375]
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2620 [D loss: -7651.8330078125] [G loss: 29581.33984375]
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2621 [D loss: -5980.41015625] [G loss: 31552.23046875]
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2622 [D loss: -4568.3330078125] [G loss: 27138.06640625]
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2623 [D loss: -8523.90966796875] [G loss: 29820.119140625]
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2624 [D loss: -5878.4541015625] [G loss: 25505.0625]
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2626 [D loss: -4977.09619140625] [G loss: 25144.23828125]
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2627 [D loss: -966.1845703125] [G loss: 23005.14453125]
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2636 [D loss: 1211.81103515625] [G loss: 19817.39453125]
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2640 [D loss: -4990.580078125] [G loss: 19589.4140625]
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2664 [D loss: -4673.08984375] [G loss: 26048.91015625]
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2665 [D loss: -3793.6416015625] [G loss: 22882.244140625]
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2669 [D loss: -6740.43115234375] [G loss: 28106.59765625]
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2672 [D loss: -9192.9111328125] [G loss: 29920.7265625]
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2682 [D loss: -8728.29296875] [G loss: 33926.55078125]
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2689 [D loss: -6056.13525390625] [G loss: 36169.50390625]
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2691 [D loss: -5349.1884765625] [G loss: 30900.212890625]
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2745 [D loss: -3904.176513671875] [G loss: 14843.134765625]
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2746 [D loss: -2353.93359375] [G loss: 15123.92578125]
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2817 [D loss: -13692.3056640625] [G loss: 31579.328125]
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2823 [D loss: -4862.50537109375] [G loss: 16843.349609375]
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2824 [D loss: -7165.62353515625] [G loss: 17875.17578125]
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2825 [D loss: -2189.5810546875] [G loss: 21410.7421875]
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2826 [D loss: -3121.3427734375] [G loss: 18753.6171875]
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2827 [D loss: -1983.224609375] [G loss: 18364.828125]
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2828 [D loss: -399.29833984375] [G loss: 15284.1005859375]
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2829 [D loss: -1941.455078125] [G loss: 17196.87109375]
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2830 [D loss: -2854.7939453125] [G loss: 16072.1357421875]
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2831 [D loss: -884.1708984375] [G loss: 17636.48046875]
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2832 [D loss: -2911.7412109375] [G loss: 14618.564453125]
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2833 [D loss: -1271.3759765625] [G loss: 26635.27734375]
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2834 [D loss: -7473.949951171875] [G loss: 21989.94921875]
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2835 [D loss: -6978.4755859375] [G loss: 26064.134765625]
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2836 [D loss: -7604.3466796875] [G loss: 32637.1328125]
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2837 [D loss: -5358.4736328125] [G loss: 31732.23046875]
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2838 [D loss: -8055.8330078125] [G loss: 33007.37109375]
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2839 [D loss: -13447.9033203125] [G loss: 32124.5]
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2840 [D loss: -7649.75341796875] [G loss: 43912.76171875]
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2841 [D loss: -10629.89453125] [G loss: 32942.6015625]
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2842 [D loss: -9668.44140625] [G loss: 42407.7421875]
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2843 [D loss: -10518.6259765625] [G loss: 40073.8125]
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2844 [D loss: -14754.5517578125] [G loss: 40785.90625]
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2845 [D loss: -7091.345703125] [G loss: 33426.61328125]
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2846 [D loss: -12371.87109375] [G loss: 33684.8984375]
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2847 [D loss: -6075.2421875] [G loss: 36101.765625]
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2848 [D loss: -17195.392578125] [G loss: 33416.8515625]
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2849 [D loss: -10037.6884765625] [G loss: 38789.9921875]
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2850 [D loss: -16071.1337890625] [G loss: 36931.89453125]
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2851 [D loss: -10085.71044921875] [G loss: 45412.2890625]
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2852 [D loss: -6716.0234375] [G loss: 37939.8359375]
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2853 [D loss: -6067.0029296875] [G loss: 37206.8515625]
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2854 [D loss: -6805.69775390625] [G loss: 36589.4609375]
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2855 [D loss: -7428.33544921875] [G loss: 39636.015625]
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2856 [D loss: -9306.1943359375] [G loss: 31119.376953125]
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2857 [D loss: -12165.54150390625] [G loss: 31026.94140625]
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2858 [D loss: -8829.04296875] [G loss: 34397.109375]
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2859 [D loss: -4251.7646484375] [G loss: 25494.689453125]
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2860 [D loss: -5092.12353515625] [G loss: 29256.6328125]
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2861 [D loss: -10382.01220703125] [G loss: 26065.4765625]
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2862 [D loss: -6456.30078125] [G loss: 29594.72265625]
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2863 [D loss: -3271.26953125] [G loss: 24755.978515625]
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2864 [D loss: -5097.95361328125] [G loss: 21083.126953125]
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2865 [D loss: -5433.369140625] [G loss: 23740.53515625]
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2867 [D loss: -5244.94873046875] [G loss: 23263.572265625]
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2871 [D loss: -4550.1357421875] [G loss: 19591.59765625]
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2872 [D loss: -4349.30908203125] [G loss: 20424.5703125]
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2874 [D loss: -8912.560546875] [G loss: 24173.85546875]
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2875 [D loss: -1729.873046875] [G loss: 22007.8671875]
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2878 [D loss: -3582.4326171875] [G loss: 22217.517578125]
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2879 [D loss: -5396.98486328125] [G loss: 21906.9453125]
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2881 [D loss: -6403.05712890625] [G loss: 25445.19140625]
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2883 [D loss: -2458.673828125] [G loss: 20848.0234375]
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2884 [D loss: -3954.548828125] [G loss: 22809.66015625]
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2885 [D loss: -2620.1748046875] [G loss: 22111.015625]
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2886 [D loss: -6881.603515625] [G loss: 24159.916015625]
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2887 [D loss: -3055.47998046875] [G loss: 24312.654296875]
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2888 [D loss: -5235.24462890625] [G loss: 23447.3984375]
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2890 [D loss: -3138.8544921875] [G loss: 19611.65625]
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2892 [D loss: -209.34716796875] [G loss: 24898.92578125]
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2893 [D loss: -8252.94921875] [G loss: 23415.640625]
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2894 [D loss: -3389.47705078125] [G loss: 27136.96875]
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2897 [D loss: -5248.4736328125] [G loss: 21032.80859375]
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2900 [D loss: -4551.2431640625] [G loss: 23915.79296875]
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2903 [D loss: -4537.3388671875] [G loss: 23555.5078125]
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2910 [D loss: -6393.97998046875] [G loss: 29025.8671875]
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2912 [D loss: -8686.97119140625] [G loss: 29729.9453125]
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2913 [D loss: -9832.841796875] [G loss: 24979.873046875]
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2914 [D loss: -5889.94775390625] [G loss: 28009.25]
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2915 [D loss: -7744.38720703125] [G loss: 30317.203125]
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2924 [D loss: -4424.2236328125] [G loss: 22185.0390625]
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2982 [D loss: -4546.24169921875] [G loss: 19650.40625]
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2983 [D loss: -3359.705322265625] [G loss: 12375.2421875]
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2986 [D loss: -1255.19384765625] [G loss: 7966.88232421875]
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3059 [D loss: 1727.27001953125] [G loss: -14239.556640625]
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3060 [D loss: -432.8349609375] [G loss: -14337.7412109375]
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3061 [D loss: -333.99609375] [G loss: -14804.4794921875]
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3062 [D loss: 2277.20166015625] [G loss: -14260.259765625]
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3063 [D loss: 1429.73828125] [G loss: -14897.6220703125]
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3064 [D loss: 2820.78125] [G loss: -15422.67578125]
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3065 [D loss: -847.625] [G loss: -15618.70703125]
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3066 [D loss: 280.90087890625] [G loss: -14341.9501953125]
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3067 [D loss: 1011.94140625] [G loss: -13784.7607421875]
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3068 [D loss: 481.890625] [G loss: -14441.6064453125]
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3069 [D loss: 844.5634765625] [G loss: -13897.1083984375]
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3070 [D loss: 1739.51611328125] [G loss: -14246.2900390625]
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3071 [D loss: 2028.49853515625] [G loss: -14422.6318359375]
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3072 [D loss: 835.63134765625] [G loss: -14195.8193359375]
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3073 [D loss: 1314.478515625] [G loss: -14610.083984375]
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4/4 [==============================] - 0s 11ms/step
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3074 [D loss: 461.4814453125] [G loss: -14159.03125]
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3075 [D loss: 1614.75927734375] [G loss: -13945.1162109375]
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3076 [D loss: 816.49462890625] [G loss: -13997.791015625]
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3077 [D loss: 1278.4443359375] [G loss: -13852.9833984375]
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3078 [D loss: -88.31640625] [G loss: -13442.6875]
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3079 [D loss: 866.97509765625] [G loss: -13156.93359375]
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3080 [D loss: -1028.5712890625] [G loss: -13100.255859375]
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3081 [D loss: 1854.404296875] [G loss: -13884.361328125]
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4/4 [==============================] - 0s 6ms/step
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3082 [D loss: 1124.0830078125] [G loss: -13507.9052734375]
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3083 [D loss: 2151.5283203125] [G loss: -13023.81640625]
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3084 [D loss: 1897.5146484375] [G loss: -13413.4033203125]
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3085 [D loss: 1326.16943359375] [G loss: -12994.16796875]
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3086 [D loss: 1715.0625] [G loss: -12648.689453125]
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3087 [D loss: 1774.60302734375] [G loss: -13256.310546875]
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3088 [D loss: -851.91796875] [G loss: -13413.189453125]
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3089 [D loss: 1019.78564453125] [G loss: -12400.751953125]
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3090 [D loss: 1143.34619140625] [G loss: -13196.662109375]
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3091 [D loss: 1342.7080078125] [G loss: -12902.25390625]
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3092 [D loss: 807.34228515625] [G loss: -12817.74609375]
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3093 [D loss: 485.58349609375] [G loss: -12445.779296875]
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3094 [D loss: 1348.83203125] [G loss: -12544.021484375]
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3095 [D loss: 126.91162109375] [G loss: -11998.349609375]
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3096 [D loss: 1525.6943359375] [G loss: -12105.30859375]
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3097 [D loss: 780.72705078125] [G loss: -11842.76171875]
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3098 [D loss: 633.97412109375] [G loss: -11233.26953125]
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3099 [D loss: 811.68603515625] [G loss: -11213.443359375]
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3100 [D loss: 795.06005859375] [G loss: -10745.6982421875]
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3101 [D loss: 613.71826171875] [G loss: -10517.9677734375]
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3102 [D loss: 832.4755859375] [G loss: -10400.8896484375]
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3103 [D loss: -1106.64111328125] [G loss: -10799.4892578125]
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3104 [D loss: -396.240234375] [G loss: -10859.150390625]
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3105 [D loss: -1083.19482421875] [G loss: -10342.84375]
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3106 [D loss: 25.17626953125] [G loss: -10283.939453125]
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3107 [D loss: -251.19189453125] [G loss: -10713.2021484375]
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3108 [D loss: -456.87451171875] [G loss: -10712.263671875]
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3109 [D loss: -806.5185546875] [G loss: -10891.572265625]
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3110 [D loss: -546.69189453125] [G loss: -10873.046875]
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3111 [D loss: -1038.60791015625] [G loss: -11030.0380859375]
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3112 [D loss: -761.34033203125] [G loss: -10877.650390625]
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3113 [D loss: 258.19921875] [G loss: -10535.513671875]
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3114 [D loss: 537.96435546875] [G loss: -10456.673828125]
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3115 [D loss: 1122.40234375] [G loss: -11055.4931640625]
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3116 [D loss: 451.91455078125] [G loss: -10468.8623046875]
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3117 [D loss: 1042.39892578125] [G loss: -11275.6806640625]
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3118 [D loss: 128.72412109375] [G loss: -10369.333984375]
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3119 [D loss: 620.69091796875] [G loss: -11276.880859375]
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3120 [D loss: 380.5244140625] [G loss: -10479.873046875]
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3121 [D loss: -190.3623046875] [G loss: -10435.5078125]
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3122 [D loss: 952.515625] [G loss: -10801.8671875]
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3123 [D loss: -1177.54638671875] [G loss: -10826.77734375]
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3124 [D loss: 1215.74951171875] [G loss: -10519.3671875]
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3125 [D loss: 1571.1083984375] [G loss: -10970.220703125]
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3126 [D loss: 120.14208984375] [G loss: -10422.4521484375]
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3127 [D loss: -689.6337890625] [G loss: -10267.091796875]
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3128 [D loss: 305.7734375] [G loss: -9987.38671875]
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3129 [D loss: 210.71875] [G loss: -9864.388671875]
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3130 [D loss: 349.537353515625] [G loss: -9261.58984375]
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3131 [D loss: 283.701171875] [G loss: -9041.099609375]
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3132 [D loss: 892.23291015625] [G loss: -8788.7890625]
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3133 [D loss: 564.2783203125] [G loss: -8178.435546875]
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3134 [D loss: 377.9150390625] [G loss: -7533.9814453125]
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3135 [D loss: 61.2275390625] [G loss: -6837.212890625]
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3136 [D loss: 774.860595703125] [G loss: -6636.8583984375]
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3137 [D loss: 83.316162109375] [G loss: -5835.7548828125]
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3138 [D loss: -110.02392578125] [G loss: -5229.81689453125]
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3139 [D loss: -271.353515625] [G loss: -4778.078125]
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3140 [D loss: 44.876953125] [G loss: -4335.15625]
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3141 [D loss: -268.26513671875] [G loss: -4216.51025390625]
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3142 [D loss: -236.334228515625] [G loss: -3658.265625]
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3143 [D loss: 102.770263671875] [G loss: -3404.70361328125]
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3144 [D loss: -198.300537109375] [G loss: -3070.8876953125]
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3145 [D loss: -7.970703125] [G loss: -2690.145263671875]
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3146 [D loss: -292.27490234375] [G loss: -2295.791015625]
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3147 [D loss: -841.542724609375] [G loss: -2054.1826171875]
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3150 [D loss: -912.6971435546875] [G loss: -1390.59765625]
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3154 [D loss: -1094.2606811523438] [G loss: -1865.7197265625]
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3156 [D loss: -1161.4638671875] [G loss: -1645.6875]
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3166 [D loss: -199.92022705078125] [G loss: -1346.207763671875]
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3215 [D loss: -312.2938232421875] [G loss: -2475.8115234375]
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3216 [D loss: -84.383544921875] [G loss: -2623.095703125]
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3217 [D loss: -340.316162109375] [G loss: -2695.94091796875]
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3218 [D loss: -318.6885986328125] [G loss: -2513.89892578125]
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3219 [D loss: -34.2818603515625] [G loss: -2769.705078125]
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3221 [D loss: -595.828369140625] [G loss: -2736.6044921875]
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3445 [D loss: -10.112060546875] [G loss: -825.49462890625]
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3830 [D loss: -24.04510498046875] [G loss: -198.334228515625]
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3982 [D loss: -462.82403564453125] [G loss: -65.1977310180664]
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3983 [D loss: -505.37259674072266] [G loss: -31.5465087890625]
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3984 [D loss: -560.3349761962891] [G loss: -63.41517639160156]
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3985 [D loss: -232.04327392578125] [G loss: -169.5292510986328]
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3986 [D loss: -438.7306594848633] [G loss: -257.70196533203125]
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3987 [D loss: -813.3574829101562] [G loss: -229.52044677734375]
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3988 [D loss: -462.46905517578125] [G loss: -226.72286987304688]
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3989 [D loss: -736.5578002929688] [G loss: -250.91368103027344]
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3990 [D loss: -271.97698974609375] [G loss: -569.2157592773438]
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3991 [D loss: -885.2808837890625] [G loss: -462.30126953125]
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3992 [D loss: -538.7672729492188] [G loss: -525.113525390625]
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3993 [D loss: -233.2799072265625] [G loss: -914.425048828125]
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3994 [D loss: -318.6636962890625] [G loss: -848.4220581054688]
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3995 [D loss: -2.4422607421875] [G loss: -1061.6839599609375]
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3996 [D loss: -776.4292602539062] [G loss: -904.859130859375]
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3998 [D loss: -626.3099975585938] [G loss: -738.3704833984375]
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3999 [D loss: -564.9559326171875] [G loss: -1153.95361328125]
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4000 [D loss: -638.9161376953125] [G loss: -1170.76953125]
1/1 [==============================] - 0s 36ms/step
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4001 [D loss: -690.6630554199219] [G loss: -1251.1055908203125]
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4002 [D loss: -768.3386840820312] [G loss: -1100.46484375]
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4003 [D loss: -551.4561157226562] [G loss: -1254.98486328125]
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4006 [D loss: -789.9833374023438] [G loss: -1259.1824951171875]
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4008 [D loss: -850.08447265625] [G loss: -1268.5018310546875]
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4009 [D loss: -719.4676513671875] [G loss: -704.9633178710938]
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4010 [D loss: -327.4954833984375] [G loss: -1195.872802734375]
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4011 [D loss: -657.4373779296875] [G loss: -1285.720703125]
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4012 [D loss: -185.0958251953125] [G loss: -1112.174560546875]
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4013 [D loss: -609.5756225585938] [G loss: -1439.454345703125]
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4015 [D loss: -269.576904296875] [G loss: -1316.588134765625]
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4016 [D loss: -622.1724853515625] [G loss: -1478.875732421875]
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4135 [D loss: -196.8525390625] [G loss: -847.425048828125]
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4136 [D loss: -209.18115234375] [G loss: -881.0823974609375]
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4140 [D loss: -403.7774658203125] [G loss: -440.23150634765625]
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4147 [D loss: -515.4895477294922] [G loss: -270.5648498535156]
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4212 [D loss: -957.3234252929688] [G loss: -567.4659423828125]
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4213 [D loss: -606.3203735351562] [G loss: -275.0992431640625]
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4214 [D loss: -511.268310546875] [G loss: -559.329345703125]
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4215 [D loss: -652.908203125] [G loss: -573.247314453125]
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4216 [D loss: -584.4169311523438] [G loss: -523.9745483398438]
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4217 [D loss: -541.4520263671875] [G loss: -383.677734375]
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4218 [D loss: -1188.8816223144531] [G loss: -586.1112670898438]
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4220 [D loss: -898.9220581054688] [G loss: -616.794921875]
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4221 [D loss: -865.724609375] [G loss: -1057.307861328125]
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4222 [D loss: -912.7884216308594] [G loss: -756.276123046875]
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4223 [D loss: -827.1889038085938] [G loss: -985.8137817382812]
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4224 [D loss: -1024.7511596679688] [G loss: -1064.885009765625]
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4225 [D loss: -1276.9469299316406] [G loss: -956.32861328125]
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4226 [D loss: -711.6241455078125] [G loss: -1065.875244140625]
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4227 [D loss: -489.70703125] [G loss: -1453.9559326171875]
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4228 [D loss: -864.5988159179688] [G loss: -1432.7421875]
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4229 [D loss: -240.252685546875] [G loss: -1131.8116455078125]
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4230 [D loss: -592.3326110839844] [G loss: -936.802978515625]
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4232 [D loss: -502.1531982421875] [G loss: -787.1921997070312]
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4233 [D loss: -421.19549560546875] [G loss: -714.27685546875]
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4235 [D loss: -874.637939453125] [G loss: -585.067626953125]
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4236 [D loss: -714.720947265625] [G loss: -630.9300537109375]
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4237 [D loss: -1051.1217041015625] [G loss: -671.2998657226562]
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4238 [D loss: -428.86248779296875] [G loss: -399.53204345703125]
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4239 [D loss: -465.329833984375] [G loss: -484.33319091796875]
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4241 [D loss: -460.2249755859375] [G loss: -594.2393798828125]
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4243 [D loss: -345.7831726074219] [G loss: -561.4539184570312]
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4902 [D loss: -878.8785705566406] [G loss: 25.56435203552246]
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4979 [D loss: -765.9180297851562] [G loss: 386.9557800292969]
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4980 [D loss: -541.8432693481445] [G loss: 59.47780227661133]
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4981 [D loss: -386.5634002685547] [G loss: 25.470684051513672]
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4982 [D loss: -272.73781967163086] [G loss: -20.62277603149414]
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4983 [D loss: -376.60823249816895] [G loss: 219.501220703125]
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4984 [D loss: -259.95791244506836] [G loss: 132.1417236328125]
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4985 [D loss: -453.60503578186035] [G loss: 39.92431640625]
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4986 [D loss: -80.58534240722656] [G loss: 155.9697265625]
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4987 [D loss: -152.72994995117188] [G loss: 126.10629272460938]
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4988 [D loss: -484.8686637878418] [G loss: 154.98672485351562]
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4989 [D loss: -274.6372985839844] [G loss: -68.12152099609375]
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4990 [D loss: -889.2401733398438] [G loss: 121.54339599609375]
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4991 [D loss: -522.194091796875] [G loss: -23.550270080566406]
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4992 [D loss: -444.4604835510254] [G loss: 116.86642456054688]
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4993 [D loss: -583.0337829589844] [G loss: -116.2088623046875]
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4994 [D loss: -599.7705841064453] [G loss: -31.698619842529297]
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4995 [D loss: -202.78953552246094] [G loss: 205.936767578125]
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4996 [D loss: -795.7239379882812] [G loss: 45.9090576171875]
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4997 [D loss: -579.6578674316406] [G loss: 266.8084411621094]
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4998 [D loss: -962.0282783508301] [G loss: 168.49510192871094]
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4999 [D loss: -723.5439300537109] [G loss: 118.67607116699219]
In [35]:
generator.save('generator_wgan.keras')
discriminator.save('discriminator_wgan.keras')
combined.save('combined.keras')
WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
In [33]:
import matplotlib.pyplot as plt
from tensorflow.keras.models import load_model
latent_dim=100

# Generate images from random noise
def generate_images(generator, latent_dim, num_images=5):
    noise = np.random.normal(0, 1, (num_images, latent_dim))
    generated_images = generator.predict(noise)
    generated_images2 = (generated_images * 100 + 100).astype(np.uint8)
    latent_dim
    return generated_images2

# Plot generated images
num_generated_images = 5
generated_images = generate_images(generator, latent_dim, num_generated_images)

plt.figure(figsize=(10, 2))
for i in range(num_generated_images):
    plt.subplot(1, num_generated_images, i + 1)
    plt.imshow(generated_images[i])
    plt.axis('off')
plt.tight_layout()
plt.show()
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In [44]:
from tensorflow.keras.models import load_model
import numpy as np
from PIL import Image
import io

# Load the trained models
generator22 = load_model('generator_wgan.keras')

def generate_image22(latent_dim=100):
    noise = np.random.normal(0, 1, (1, latent_dim))
    generated_image = generator22.predict(noise)[0]
    generated_image = (generated_image * 127.5 + 127.5).astype(np.uint8)
    return generated_image
generated_images = generate_image22(generator22)

plt.figure(figsize=(10, 2))
plt.subplot(1, num_generated_images, i + 1)
plt.imshow(generated_images[i])
plt.axis('off')
plt.tight_layout()
plt.show()
WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually.
---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
Cell In[44], line 14
     12     generated_image = (generated_image * 127.5 + 127.5).astype(np.uint8)
     13     return generated_image
---> 14 generated_images = generate_image22(generator22)
     16 plt.figure(figsize=(10, 2))
     17 plt.subplot(1, num_generated_images, i + 1)

Cell In[44], line 10, in generate_image22(latent_dim)
      9 def generate_image22(latent_dim=100):
---> 10     noise = np.random.normal(0, 1, (1, latent_dim))
     11     generated_image = generator22.predict(noise)[0]
     12     generated_image = (generated_image * 127.5 + 127.5).astype(np.uint8)

File numpy\\random\\mtrand.pyx:1557, in numpy.random.mtrand.RandomState.normal()

File _common.pyx:636, in numpy.random._common.cont()

TypeError: 'Functional' object cannot be interpreted as an integer
In [45]:
from tensorflow.keras.models import load_model
import numpy as np
from PIL import Image
import io
import matplotlib.pyplot as plt

# Load the trained model
generator22 = load_model('generator_wgan.keras')

def generate_image22(latent_dim=100):
    noise = np.random.normal(0, 1, (1, latent_dim))
    generated_image = generator22.predict(noise)[0]
    generated_image = (generated_image * 127.5 + 127.5).astype(np.uint8)
    return generated_image

# Generate multiple images
num_generated_images = 5
generated_images = [generate_image22(latent_dim=100) for _ in range(num_generated_images)]

# Plot generated images
plt.figure(figsize=(10, 2))
for i in range(num_generated_images):
    plt.subplot(1, num_generated_images, i + 1)
    plt.imshow(generated_images[i])
    plt.axis('off')
plt.tight_layout()
plt.show()
WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually.
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